- Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.
Occupations with related tasks Save Table: XLSX CSV
- Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.
- Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.
- Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.
- Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.
- Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.
- Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.
- Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.
- Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.
- Maintain or modify existing Geographic Information Systems (GIS) databases.
- Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.
- Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.
- Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.
- Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.
- Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases.
- Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.
- Select cartographic elements needed for effective presentation of information.
- Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
- Interpret aerial or ortho photographs.
- Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.
- Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Confer with users to analyze, configure, or troubleshoot applications.
- Design, program, or model Geographic Information Systems (GIS) applications or procedures.
- Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.
- Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.
- Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.
- Transfer or rescale information from original photographs onto maps or other photographs.
- Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.
- Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.
- Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.
- Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.
- Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.
- Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.
- Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.
- Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.
- Investigate system component suitability for specified purposes, and make recommendations regarding component use.
- Research, test, or verify proper functioning of software patches and fixes.
- Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.
- Provide advice on project costs, design concepts, or design changes.
- Provide technical guidance or support for the development or troubleshooting of systems.
- Communicate with staff or clients to understand specific system requirements.
- Provide customers or installation teams guidelines for implementing secure systems.
- Direct the analysis, development, and operation of complete computer systems.
- Direct the installation of operating systems, network or application software, or computer or network hardware.
- Monitor system operation to detect potential problems.
- Identify system data, hardware, or software components required to meet user needs.
- Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.
- Verify stability, interoperability, portability, security, or scalability of system architecture.
- Configure servers to meet functional specifications.
- Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.
- Design and conduct hardware or software tests.
- Document design specifications, installation instructions, and other system-related information.
- Perform security analyses of developed or packaged software components.
- Define and analyze objectives, scope, issues, or organizational impact of information systems.
- Establish functional or system standards to address operational requirements, quality requirements, and design constraints.
- Develop system engineering, software engineering, system integration, or distributed system architectures.
- Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.
- Develop or approve project plans, schedules, or budgets.
- Communicate project information through presentations, technical reports, or white papers.
- Train system users in system operation or maintenance.
- Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.
- Develop efficient and effective system controllers.
- Develop application-specific software.
- Investigate system component suitability for specified purposes, and make recommendations regarding component use.
- Research, test, or verify proper functioning of software patches and fixes.
- Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.
- Provide advice on project costs, design concepts, or design changes.
- Provide technical guidance or support for the development or troubleshooting of systems.
- Provide feedback and recommendations to developers on software usability and functionality.
- Identify program deviance from standards, and suggest modifications to ensure compliance.
- Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.
- Evaluate or recommend software for testing or bug tracking.
- Recommend purchase of equipment to control dust, temperature, or humidity in area of system installation.
- Identify, analyze, and document problems with program function, output, online screen, or content.
- Document software defects, using a bug tracking system, and report defects to software developers.
- Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.
- Design test plans, scenarios, scripts, or procedures.
- Document test procedures to ensure replicability and compliance with standards.
- Install, maintain, or use software testing programs.
- Test system modifications to prepare for implementation.
- Create or maintain databases of known test defects.
- Develop or specify standards, methods, or procedures to determine product quality or release readiness.
- Monitor bug resolution efforts and track successes.
- Update automated test scripts to ensure currency.
- Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems.
- Plan test schedules or strategies in accordance with project scope or delivery dates.
- Monitor program performance to ensure efficient and problem-free operations.
- Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
- Investigate customer problems referred by technical support.
- Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
- Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
- Design or develop automated testing tools.
- Install and configure recreations of software production environments to allow testing of software performance.
- Coordinate user or third-party testing.
- Visit beta testing sites to evaluate software performance.
- Conduct historical analyses of test results.
- Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
- Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
- Provide feedback and recommendations to developers on software usability and functionality.
- Identify program deviance from standards, and suggest modifications to ensure compliance.
- Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.
- Evaluate or recommend software for testing or bug tracking.
- Recommend purchase of equipment to control dust, temperature, or humidity in area of system installation.
- Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.
- Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.
- Research and test new or modified hardware or software products to determine performance and interoperability.
- Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.
- Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.
- Develop disaster recovery plans.
- Develop and implement solutions for network problems.
- Maintain networks by performing activities such as file addition, deletion, or backup.
- Coordinate network operations, maintenance, repairs, or upgrades.
- Coordinate installation of new equipment.
- Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.
- Develop network-related documentation.
- Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.
- Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.
- Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.
- Adjust network sizes to meet volume or capacity demands.
- Develop conceptual, logical, or physical network designs.
- Evaluate network designs to determine whether customer requirements are met efficiently and effectively.
- Develop plans or budgets for network equipment replacement.
- Communicate with customers, sales staff, or marketing staff to determine customer needs.
- Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.
- Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.
- Supervise engineers or other staff in the design or implementation of network solutions.
- Estimate time and materials needed to complete projects.
- Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.
- Explain design specifications to integration or test engineers.
- Develop procedures to track, project, or report network availability, reliability, capacity, or utilization.
- Coordinate network or design activities with designers of associated networks.
- Prepare or monitor project schedules, budgets, or cost control systems.
- Prepare design presentations and proposals for staff or customers.
- Use network computer-aided design (CAD) software packages to optimize network designs.
- Develop or maintain project reporting systems.
- Maintain or coordinate the maintenance of network peripherals, such as printers.
- Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.
- Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.
- Research and test new or modified hardware or software products to determine performance and interoperability.
- Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.
- Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.
- Correct testing-identified problems, or recommend actions for their resolution.
- Recommend Web site improvements, and develop budgets to support recommendations.
- Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups.
- Provide training or technical assistance in Web site implementation or use.
- Inform Web site users of problems, problem resolutions, or application changes and updates.
- Evaluate or recommend server hardware or software.
- Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.
- Identify or document backup or recovery plans.
- Back up or modify applications and related data to provide for disaster recovery.
- Identify, standardize, and communicate levels of access and security.
- Determine sources of Web page or server problems, and take action to correct such problems.
- Implement updates, upgrades, and patches in a timely manner to limit loss of service.
- Implement Web site security measures, such as firewalls or message encryption.
- Collaborate with development teams to discuss, analyze, or resolve usability issues.
- Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.
- Perform user testing or usage analyses to determine Web sites' effectiveness or usability.
- Document application and Web site changes or change procedures.
- Track, compile, and analyze Web site usage data.
- Test backup or recovery plans regularly and resolve any problems.
- Review or update Web page content or links in a timely manner, using appropriate tools.
- Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.
- Gather, analyze, or document user feedback to locate or resolve sources of problems.
- Set up or maintain monitoring tools on Web servers or Web sites.
- Develop or document style guidelines for Web site content.
- Develop Web site performance metrics.
- Collaborate with Web developers to create and operate internal and external Web sites, or to manage projects, such as e-marketing campaigns.
- Identify or address interoperability requirements.
- Develop or implement procedures for ongoing Web site revision.
- Check and analyze operating system or application log files regularly to verify proper system performance.
- Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness.
- Document installation or configuration procedures to allow maintenance and repetition.
- Develop testing routines and procedures.
- Test new software packages for use in Web operations or other applications.
- Develop and implement marketing plans for home pages, including print advertising or advertisement rotation.
- Administer internet or intranet infrastructure, including Web, file, and mail servers.
- Correct testing-identified problems, or recommend actions for their resolution.
- Recommend Web site improvements, and develop budgets to support recommendations.
- Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups.
- Provide training or technical assistance in Web site implementation or use.
- Inform Web site users of problems, problem resolutions, or application changes and updates.
- Evaluate or recommend server hardware or software.
- Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
- Recommend and implement performance improvements.
- Research, document, rate, or select alternatives for Web architecture or technologies.
- Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.
- Evaluate or recommend server hardware or software.
- Write supporting code for Web applications or Web sites.
- Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.
- Back up files from Web sites to local directories for instant recovery in case of problems.
- Select programming languages, design tools, or applications.
- Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.
- Develop databases that support Web applications and Web sites.
- Perform Web site tests according to planned schedules, or after any Web site or product revision.
- Perform or direct Web site updates.
- Analyze user needs to determine technical requirements.
- Respond to user email inquiries, or set up automated systems to send responses.
- Renew domain name registrations.
- Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.
- Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites.
- Document test plans, testing procedures, or test results.
- Establish appropriate server directory trees.
- Document technical factors such as server load, bandwidth, database performance, and browser and device types.
- Develop or implement procedures for ongoing Web site revision.
- Create Web models or prototypes that include physical, interface, logical, or data models.
- Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
- Monitor security system performance logs to identify problems and notify security specialists when problems occur.
- Install and configure hypertext transfer protocol (HTTP) servers and associated operating systems.
- Develop system interaction or sequence diagrams.
- Design and implement Web site security measures, such as firewalls and message encryption.
- Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, and legal issues including accessibility and privacy.
- Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
- Recommend and implement performance improvements.
- Research, document, rate, or select alternatives for Web architecture or technologies.
- Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.
- Evaluate or recommend server hardware or software.
- Prepare evaluations of software or hardware, and recommend improvements or upgrades.
- Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software.
- Conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis.
- Answer user inquiries regarding computer software or hardware operation to resolve problems.
- Oversee the daily performance of computer systems.
- Set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.
- Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.
- Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.
- Confer with staff, users, and management to establish requirements for new systems or modifications.
- Enter commands and observe system functioning to verify correct operations and detect errors.
- Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.
- Refer major hardware or software problems or defective products to vendors or technicians for service.
- Develop training materials and procedures, or train users in the proper use of hardware or software.
- Inspect equipment and read order sheets to prepare for delivery to users.
- Hire, supervise, and direct workers engaged in special project work, problem-solving, monitoring, and installation of data communication equipment and software.
- Modify and customize commercial programs for internal needs.
- Prepare evaluations of software or hardware, and recommend improvements or upgrades.
- Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software.
- Conduct office automation feasibility studies, including workflow analysis, space design, or cost comparison analysis.
- Answer user inquiries regarding computer software or hardware operation to resolve problems.
- Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
- Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.
- Research, document, rate, or select alternatives for Web architecture or technologies.
- Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.
- Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites.
- Collaborate with web development professionals, such as front-end or back-end developers, to complete the full scope of Web development projects.
- Conduct user research to determine design requirements and analyze user feedback to improve design quality.
- Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.
- Create searchable indices for Web page content.
- Create Web models or prototypes that include physical, interface, logical, or data models.
- Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.
- Develop and document style guidelines for Web site content.
- Develop new visual design concepts and modify concepts based on stakeholder feedback.
- Develop or implement procedures for ongoing Web site revision.
- Develop system interaction or sequence diagrams.
- Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.
- Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.
- Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.
- Document technical factors such as server load, bandwidth, database performance, and browser and device types.
- Identify or maintain links to and from other Web sites and check links to ensure proper functioning.
- Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.
- Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, or legal issues including accessibility and privacy.
- Perform or direct Web site updates.
- Perform Web site tests according to planned schedules, or after any Web site or product revision.
- Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.
- Register Web sites with search engines to increase Web site traffic.
- Respond to user email inquiries, or set up automated systems to send responses.
- Select programming languages, design tools, or applications.
- Write and edit technical documentation for digital interface products and designs, such as user manuals, testing protocols, and reports.
- Write supporting code for Web applications or Web sites.
- Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
- Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.
- Research, document, rate, or select alternatives for Web architecture or technologies.
- Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.
- Design, conduct, or provide support to nursing informatics research.
- Provide consultation to nurses regarding hardware or software configuration.
- Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.
- Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.
- Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.
- Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.
- Analyze and interpret patient, nursing, or information systems data to improve nursing services.
- Identify, collect, record, or analyze data relevant to the nursing care of patients.
- Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists.
- Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.
- Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.
- Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.
- Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research.
- Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research.
- Develop or deliver training programs for health information technology, creating operating manuals as needed.
- Inform local, state, national, and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development, and economics.
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.
- Design, conduct, or provide support to nursing informatics research.
- Provide consultation to nurses regarding hardware or software configuration.
- Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.
- Conduct research on the structures and properties of materials, such as metals, alloys, polymers, and ceramics, to obtain information that could be used to develop new products or enhance existing ones.
- Research methods of processing, forming, and firing materials to develop such products as ceramic dental fillings, unbreakable dinner plates, and telescope lenses.
- Recommend materials for reliable performance in various environments.
- Test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.
- Test material samples for tolerance under tension, compression, and shear to determine the cause of metal failures.
- Determine ways to strengthen or combine materials or develop new materials with new or specific properties for use in a variety of products and applications.
- Prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
- Plan laboratory experiments to confirm feasibility of processes and techniques used in the production of materials with special characteristics.
- Supervise and monitor production processes to ensure efficient use of equipment, timely changes to specifications, and project completion within time frame and budget.
- Perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.
- Devise testing methods to evaluate the effects of various conditions on particular materials.
- Test individual parts and products to ensure that manufacturer and governmental quality and safety standards are met.
- Confer with customers to determine how to tailor materials to their needs.
- Visit suppliers of materials or users of products to gather specific information.
- Write research papers for publication in scientific journals.
- Teach in colleges and universities.
- Review and select materials for products to meet product design and cost requirements.
- Conduct research on the structures and properties of materials, such as metals, alloys, polymers, and ceramics, to obtain information that could be used to develop new products or enhance existing ones.
- Research methods of processing, forming, and firing materials to develop such products as ceramic dental fillings, unbreakable dinner plates, and telescope lenses.
- Recommend materials for reliable performance in various environments.
- Recommend cyber defense software or hardware to support responses to cyber incidents.
- Write cyber defense recommendations, reports, or white papers using research or experience.
- Maintain knowledge of laws, regulations, policies or other issuances pertaining to digital forensics or information privacy.
- Adhere to legal policies and procedures related to handling digital media.
- Analyze log files or other digital information to identify the perpetrators of network intrusions.
- Conduct predictive or reactive analyses on security measures to support cyber security initiatives.
- Create system images or capture network settings from information technology environments to preserve as evidence.
- Develop plans for investigating alleged computer crimes, violations, or suspicious activity.
- Develop policies or requirements for data collection, processing, or reporting.
- Duplicate digital evidence to use for data recovery and analysis procedures.
- Identify or develop reverse-engineering tools to improve system capabilities or detect vulnerabilities.
- Maintain cyber defense software or hardware to support responses to cyber incidents.
- Perform file signature analysis to verify files on storage media or discover potential hidden files.
- Perform forensic investigations of operating or file systems.
- Perform web service network traffic analysis or waveform analysis to detect anomalies, such as unusual events or trends.
- Preserve and maintain digital forensic evidence for analysis.
- Recover data or decrypt seized data.
- Write and execute scripts to automate tasks, such as parsing large data files.
- Write reports, sign affidavits, or give depositions for legal proceedings.
- Write technical summaries to report findings.
- Recommend cyber defense software or hardware to support responses to cyber incidents.
- Write cyber defense recommendations, reports, or white papers using research or experience.
- Maintain knowledge of laws, regulations, policies or other issuances pertaining to digital forensics or information privacy.
- Keep abreast of developments in document management technologies and techniques by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Propose recommendations for improving content management system capabilities.
- Consult with end users regarding problems in accessing electronic content.
- Assist in determining document management policies to facilitate efficient, legal, and secure access to electronic content.
- Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
- Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.
- Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.
- Develop, document, or maintain standards, best practices, or system usage procedures.
- Assist in the assessment, acquisition, or deployment of new electronic document management systems.
- Administer document and system access rights and revision control to ensure security of system and integrity of master documents.
- Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.
- Write, review, or execute plans for testing new or established document management systems.
- Monitor regulatory activity to maintain compliance with records and document management laws.
- Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
- Conduct needs assessments to identify document management requirements of departments or end users.
- Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.
- Document technical functions and specifications for new or proposed content management systems.
- Exercise security surveillance over document processing, reproduction, distribution, storage, or archiving.
- Operate data capture technology to import digitized documents into document management system.
- Prepare support documentation and training materials for end users of document management systems.
- Search electronic sources, such as databases or repositories, or manual sources for information.
- Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
- Analyze, interpret, or disseminate system performance data.
- Keep abreast of developments in document management technologies and techniques by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Propose recommendations for improving content management system capabilities.
- Consult with end users regarding problems in accessing electronic content.
- Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification.
- Research hardware or software products to meet technical networking or security needs.
- Provide telephone support related to networking or connectivity issues.
- Back up network data.
- Configure security settings or access permissions for groups or individuals.
- Analyze and report computer network security breaches or attempted breaches.
- Identify the causes of networking problems, using diagnostic testing software and equipment.
- Document network support activities.
- Configure wide area network (WAN) or local area network (LAN) routers or related equipment.
- Install network software, including security or firewall software.
- Troubleshoot network or connectivity problems for users or user groups.
- Evaluate local area network (LAN) or wide area network (WAN) performance data to ensure sufficient availability or speed, to identify network problems, or for disaster recovery purposes.
- Analyze network data to determine network usage, disk space availability, or server function.
- Perform routine maintenance or standard repairs to networking components or equipment.
- Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.
- Install new hardware or software systems or components, ensuring integration with existing network systems.
- Test computer software or hardware, using standard diagnostic testing equipment and procedures.
- Install or repair network cables, including fiber optic cables.
- Create or update technical documentation for network installations or changes to existing installations.
- Train users in procedures related to network applications software or related systems.
- Test repaired items to ensure proper operation.
- Install and configure wireless networking equipment.
- Maintain logs of network activity.
- Document help desk requests and resolutions.
- Create or revise user instructions, procedures, or manuals.
- Run monthly network reports.
- Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification.
- Research hardware or software products to meet technical networking or security needs.
- Provide telephone support related to networking or connectivity issues.
- Keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.
- Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.
- Consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases.
- Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors.
- Review and evaluate requests from engineers, managers, and technicians for system modifications.
- Assess existing facilities' needs for new or modified telecommunications systems.
- Develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity.
- Inspect sites to determine physical configuration, such as device locations and conduit pathways.
- Document procedures for hardware and software installation and use.
- Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.
- Instruct in use of voice, video, and data communications systems.
- Implement or perform preventive maintenance, backup, or recovery procedures.
- Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools.
- Document technical specifications and operating standards for telecommunications equipment.
- Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.
- Estimate costs for system or component implementation and operation.
- Order or maintain inventory of telecommunications equipment for customer premises equipment (CPE), facilities, access networks, or backbone networks.
- Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices.
- Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems.
- Prepare system activity and performance reports.
- Implement controls to provide security for operating systems, software, and data.
- Manage user access to systems and equipment through account management and password administration.
- Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems.
- Monitor and analyze system performance, such as network traffic, security, and capacity.
- Supervise maintenance of telecommunications equipment.
- Keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.
- Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.
- Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.
- Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
- Design and validate clinical databases, including designing or testing logic checks.
- Process clinical data, including receipt, entry, verification, or filing of information.
- Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
- Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.
- Monitor work productivity or quality to ensure compliance with standard operating procedures.
- Prepare appropriate formatting to data sets as requested.
- Design forms for receiving, processing, or tracking data.
- Prepare data analysis listings and activity, performance, or progress reports.
- Confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.
- Perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.
- Analyze clinical data using appropriate statistical tools.
- Develop technical specifications for data management programming and communicate needs to information technology staff.
- Write work instruction manuals, data capture guidelines, or standard operating procedures.
- Track the flow of work forms, including in-house data flow or electronic forms transfer.
- Supervise the work of data management project staff.
- Contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.
- Train staff on technical procedures or software program usage.
- Develop or select specific software programs for various research scenarios.
- Provide support and information to functional areas such as marketing, clinical monitoring, and medical affairs.
- Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.
- Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
- Evaluate new emerging media or technologies and make recommendations for their application within Internet marketing or search marketing campaigns.
- Keep abreast of government regulations and emerging Web technology to ensure regulatory compliance by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Manage tracking and reporting of search-related activities and provide analyses to marketing executives.
- Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.
- Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.
- Participate in the development or implementation of online marketing strategy.
- Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.
- Coordinate with developers to optimize Web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.
- Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.
- Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.
- Create content strategies for digital media.
- Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.
- Collaborate with other marketing staff to integrate and complement marketing strategies across multiple sales channels.
- Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).
- Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.
- Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.
- Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.
- Propose online or multiple-sales-channel campaigns to marketing executives.
- Communicate and collaborate with merchants, Webmasters, bloggers, or online editors to strategically place hyperlinks.
- Identify, evaluate, or procure hardware or software for implementing online marketing campaigns.
- Collaborate with Web, multimedia, or art design staffs to create multimedia Web sites or other internet content that conforms to brand and company visual format.
- Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.
- Coordinate sales or other promotional strategies with merchandising, operations, or inventory control staff to ensure product catalogs are current, accurate, and organized for best findability against user intent.
- Execute or manage social media campaigns to inform search marketing tactics.
- Conduct financial modeling for online marketing programs or Web site revenue forecasting.
- Implement online customer service processes to ensure positive and consistent user experiences.
- Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML).
- Identify and develop commercial or technical specifications, such as usability, pricing, checkout, or data security, to promote transactional internet-enabled commerce functionality.
- Define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff.
- Execute or manage banner, video, or other non-text link ad campaigns.
- Assist in the evaluation or negotiation of contracts with vendors or online partners.
- Prepare electronic commerce designs or prototypes, such as storyboards, mock-ups, or other content, using graphics design software.
- Assist in the development of online transaction or security policies.
- Execute and manage communications with digital journalists or bloggers.
- Resolve product availability problems in collaboration with customer service staff.
- Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.
- Evaluate new emerging media or technologies and make recommendations for their application within Internet marketing or search marketing campaigns.
- Keep abreast of government regulations and emerging Web technology to ensure regulatory compliance by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
- Mentor others on mathematical techniques.
- Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
- Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
- Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
- Assemble sets of assumptions, and explore the consequences of each set.
- Perform computations and apply methods of numerical analysis to data.
- Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
- Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
- Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.
- Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.
- Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
- Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
- Mentor others on mathematical techniques.
- Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
- Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.
- Provide technical support for existing reports, dashboards, or other tools.
- Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
- Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
- Manage timely flow of business intelligence information to users.
- Identify and analyze industry or geographic trends with business strategy implications.
- Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
- Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
- Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
- Disseminate information regarding tools, reports, or metadata enhancements.
- Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.
- Synthesize current business intelligence or trend data to support recommendations for action.
- Analyze competitive market strategies through analysis of related product, market, or share trends.
- Identify or monitor current and potential customers, using business intelligence tools.
- Maintain library of model documents, templates, or other reusable knowledge assets.
- Create or review technical design documentation to ensure the accurate development of reporting solutions.
- Analyze technology trends to identify markets for future product development or to improve sales of existing products.
- Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.
- Provide technical support for existing reports, dashboards, or other tools.
- Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
- Review research literature.
- Present the results of mathematical modeling and data analysis to management or other end users.
- Define data requirements, and gather and validate information, applying judgment and statistical tests.
- Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
- Prepare management reports defining and evaluating problems and recommending solutions.
- Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
- Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
- Analyze information obtained from management to conceptualize and define operational problems.
- Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
- Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
- Specify manipulative or computational methods to be applied to models.
- Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.
- Develop and apply time and cost networks to plan, control, and review large projects.
- Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
- Educate staff in the use of mathematical models.
- Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
- Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
- Review research literature.
- Recommend information security enhancements to management.
- Provide technical support to computer users for installation and use of security products.
- Identify security system weaknesses, using penetration tests.
- Coordinate monitoring of networks or systems for security breaches or intrusions.
- Assess the quality of security controls, using performance indicators.
- Train staff on, and oversee the use of, information security standards, policies, and best practices.
- Scan networks, using vulnerability assessment tools to identify vulnerabilities.
- Develop response and recovery strategies for security breaches.
- Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage.
- Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.
- Oversee development of plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure or to meet emergency data processing needs.
- Identify or implement solutions to information security problems.
- Develop information security standards and best practices.
- Oversee performance of risk assessment or execution of system tests to ensure the functioning of data processing activities or security measures.
- Coordinate vulnerability assessments or analysis of information security systems.
- Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.
- Troubleshoot security and network problems.
- Coordinate documentation of computer security or emergency measure policies, procedures, or tests.
- Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.
- Write reports regarding investigations of information security breaches or network evaluations.
- Recommend information security enhancements to management.
- Provide technical support to computer users for installation and use of security products.
- Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application.
- Locate and review research articles or environmental, historical, or technical reports.
- Analyze and interpret geological data, using computer software.
- Investigate the composition, structure, or history of the Earth's crust through the collection, examination, measurement, or classification of soils, minerals, rocks, or fossil remains.
- Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos.
- Identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions.
- Prepare geological maps, cross-sectional diagrams, charts, or reports concerning mineral extraction, land use, or resource management, using results of fieldwork or laboratory research.
- Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities.
- Locate and estimate probable natural gas, oil, or mineral ore deposits or underground water resources, using aerial photographs, charts, or research or survey results.
- Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.
- Measure characteristics of the Earth, such as gravity or magnetic fields, using equipment such as seismographs, gravimeters, torsion balances, or magnetometers.
- Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects.
- Review environmental, historical, or technical reports and publications for accuracy.
- Assess ground or surface water movement to provide advice on issues, such as waste management, route and site selection, or the restoration of contaminated sites.
- Inspect construction projects to analyze engineering problems, using test equipment or drilling machinery.
- Provide advice on the safe siting of new nuclear reactor projects or methods of nuclear waste management.
- Design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews.
- Review work plans to determine the effectiveness of activities for mitigating soil or groundwater contamination.
- Test industrial diamonds or abrasives, soil, or rocks to determine their geological characteristics, using optical, x-ray, heat, acid, or precision instruments.
- Study historical climate change indicators found in locations, such as ice sheets or rock formations to develop climate change models.
- Develop strategies for more environmentally friendly resource extraction and reclamation.
- Identify deposits of construction materials suitable for use as concrete aggregates, road fill, or other applications.
- Identify new sources of platinum group elements for industrial applications, such as automotive fuel cells or pollution abatement systems.
- Locate potential sources of geothermal energy.
- Research ways to reduce the ecological footprint of increasingly prevalent megacities.
- Collaborate with medical or health researchers to address health problems related to geological materials or processes.
- Determine ways to mitigate the negative consequences of mineral dust dispersion.
- Identify possible sites for carbon sequestration projects.
- Develop ways to capture or use gases burned off as waste during oil production processes.
- Research geomechanical or geochemical processes to be used in carbon sequestration projects.
- Develop applied software for the analysis and interpretation of geological data.
- Determine methods to incorporate geomethane or methane hydrates into global energy production or evaluate the potential environmental impacts of such incorporation.
- Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application.
- Locate and review research articles or environmental, historical, or technical reports.
- Monitor current reports of computer viruses to determine when to update virus protection systems.
- Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.
- Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.
- Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
- Modify computer security files to incorporate new software, correct errors, or change individual access status.
- Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated.
- Document computer security and emergency measures policies, procedures, and tests.
- Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.
- Monitor use of data files and regulate access to safeguard information in computer files.
- Coordinate implementation of computer system plan with establishment personnel and outside vendors.
- Train users and promote security awareness to ensure system security and to improve server and network efficiency.
- Monitor current reports of computer viruses to determine when to update virus protection systems.
- Keep informed regarding pending industry changes, trends, or best practices.
- Warn violators of infractions or penalties.
- Evaluate applications, records, or documents to gather information about eligibility or liability issues.
- Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.
- Prepare reports of activities, evaluations, recommendations, or decisions.
- Report law or regulation violations to appropriate boards or agencies.
- Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.
- Issue licenses to individuals meeting standards.
- Collect fees for licenses.
- Administer oral, written, road, or flight tests to license applicants.
- Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld.
- Score tests and observe equipment operation and control to rate ability of applicants.
- Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.
- Identify compliance issues that require follow-up or investigation.
- Provide assistance to internal or external auditors in compliance reviews.
- Verify that all firm and regulatory policies and procedures have been documented, implemented, and communicated.
- Keep informed regarding pending industry changes, trends, or best practices.
- Evaluate and recommend upgrades or improvements to existing computerized healthcare systems.
- Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software.
- Compile medical care and census data for statistical reports on diseases treated, surgery performed, or use of hospital beds.
- Design databases to support healthcare applications, ensuring security, performance and reliability.
- Develop in-service educational materials.
- Facilitate and promote activities, such as lunches, seminars, or tours, to foster healthcare information privacy or security awareness within the organization.
- Identify, compile, abstract, and code patient data, using standard classification systems.
- Manage the department or supervise clerical workers, directing or controlling activities of personnel in the medical records department.
- Monitor changes in legislation and accreditation standards that affect information security or privacy in the computerized healthcare system.
- Plan, develop, maintain, or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information.
- Prepare statistical reports, narrative reports, or graphic presentations of information, such as tumor registry data for use by hospital staff, researchers, or other users.
- Protect the security of medical records to ensure that confidentiality is maintained.
- Resolve or clarify codes or diagnoses with conflicting, missing, or unclear information by consulting with doctors or others or by participating in the coding team's regular meetings.
- Retrieve patient medical records for physicians, technicians, or other medical personnel.
- Train medical records staff.
- Write or maintain archived procedures, procedural codes, or queries for applications.
- Evaluate and recommend upgrades or improvements to existing computerized healthcare systems.
- Conduct own research in field of expertise.
- Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.
- Design or coordinate successive phases of problem analysis, solution proposals, or testing.
- Plan or direct research, development, or production activities.
- Review project activities and prepare and review research, testing, or operational reports.
- Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.
- Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.
- Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.
- Prepare project proposals.
- Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.
- Recruit personnel or oversee the development or maintenance of staff competence.
- Prepare and administer budgets, approve and review expenditures, and prepare financial reports.
- Develop innovative technology or train staff for its implementation.
- Make presentations at professional meetings to further knowledge in the field.
- Provide for stewardship of plant or animal resources or habitats, studying land use, monitoring animal populations, or providing shelter, resources, or medical treatment for animals.
- Advise or assist in obtaining patents or meeting other legal requirements.
- Conduct own research in field of expertise.
- Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.
- Conduct research, or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.
- Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.
- Monitor and observe experiments, recording production and test data for evaluation by research personnel.
- Analyze experimental data and interpret results to write reports and summaries of findings.
- Provide technical support and services for scientists and engineers working in fields such as agriculture, environmental science, resource management, biology, and health sciences.
- Keep detailed logs of all work-related activities.
- Input data into databases.
- Isolate, identify and prepare specimens for examination.
- Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.
- Clean, maintain and prepare supplies and work areas.
- Monitor laboratory work to ensure compliance with set standards.
- Place orders for laboratory equipment and supplies.
- Feed livestock or laboratory animals.
- Conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.
- Examine animals and specimens to detect the presence of disease or other problems.
- Measure or weigh compounds and solutions for use in testing or animal feed.
- Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.
- Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
- Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
- Develop and test experimental designs, sampling techniques, and analytical methods.
- Identify relationships and trends in data, as well as any factors that could affect the results of research.
- Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
- Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
- Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
- Evaluate sources of information to determine any limitations, in terms of reliability or usability.
- Process large amounts of data for statistical modeling and graphic analysis, using computers.
- Develop software applications or programming for statistical modeling and graphic analysis.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
- Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.
- Supervise and provide instructions for workers collecting and tabulating data.
- Prepare and structure data warehouses for storing data.
- Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
- Conduct research in surveying and mapping methods, using knowledge of photogrammetric map compilation and electronic data processing.
- Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.
- Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.
- Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.
- Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.
- Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.
- Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.
- Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.
- Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.
- Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.
- Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements.
- Establish fixed points for use in making maps, using geodetic and engineering instruments.
- Determine longitudes and latitudes of important features and boundaries in survey areas, using theodolites, transits, levels, and satellite-based global positioning systems (GPS).
- Train assistants and helpers, and direct their work in such activities as performing surveys or drafting maps.
- Coordinate findings with the work of engineering and architectural personnel, clients, and others concerned with projects.
- Analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.
- Testify as an expert witness in court cases on land survey issues, such as property boundaries.
- Adjust surveying instruments to maintain their accuracy.
- Develop criteria for survey methods and procedures.
- Survey bodies of water to determine navigable channels and to secure data for construction of breakwaters, piers, and other marine structures.
- Direct aerial surveys of specified geographical areas.
- Locate and mark sites selected for geophysical prospecting activities, such as efforts to locate petroleum or other mineral products.
- Determine specifications for equipment to be used for aerial photography, as well as altitudes from which to photograph terrain.
- Develop criteria for the design and modification of survey instruments.
- Conduct research in surveying and mapping methods, using knowledge of photogrammetric map compilation and electronic data processing.
- Keep abreast of game design technology and techniques, industry trends, or audience interests, reactions, and needs by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.
- Devise missions, challenges, or puzzles to be encountered in game play.
- Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.
- Solicit, obtain, and integrate feedback from design and technical staff into original game design.
- Conduct regular design reviews throughout the game development process.
- Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.
- Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.
- Provide feedback to designers and other colleagues regarding game design features.
- Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.
- Provide feedback to production staff regarding technical game qualities or adherence to original design.
- Create gameplay prototypes for presentation to creative and technical staff and management.
- Guide design discussions between development teams.
- Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.
- Present new game design concepts to management and technical colleagues, including artists, animators, and programmers.
- Prepare two-dimensional concept layouts or three-dimensional mock-ups.
- Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.
- Collaborate with artists to achieve appropriate visual style.
- Write or supervise the writing of game text and dialogue.
- Consult with multiple stakeholders to define requirements and implement online features.
- Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.
- Prepare and revise initial game sketches using two- and three-dimensional graphical design software.
- Create gameplay test plans for internal and external test groups.
- Provide test specifications to quality assurance staff.
- Keep abreast of game design technology and techniques, industry trends, or audience interests, reactions, and needs by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
- Draw conclusions or make predictions, based on data summaries or statistical analyses.
- Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
- Calculate sample size requirements for clinical studies.
- Design research studies in collaboration with physicians, life scientists, or other professionals.
- Prepare tables and graphs to present clinical data or results.
- Write program code to analyze data with statistical analysis software.
- Provide biostatistical consultation to clients or colleagues.
- Review clinical or other medical research protocols and recommend appropriate statistical analyses.
- Develop or implement data analysis algorithms.
- Determine project plans, timelines, or technical objectives for statistical aspects of biological research studies.
- Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.
- Plan or direct research studies related to life sciences.
- Prepare articles for publication or presentation at professional conferences.
- Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected.
- Write research proposals or grant applications for submission to external bodies.
- Design or maintain databases of biological data.
- Collect data through surveys or experimentation.
- Apply research or simulation results to extend biological theory or recommend new research projects.
- Develop or use mathematical models to track changes in biological phenomena, such as the spread of infectious diseases.
- Assign work to biostatistical assistants or programmers.
- Analyze archival data, such as birth, death, and disease records.
- Design surveys to assess health issues.
- Teach graduate or continuing education courses or seminars in biostatistics.
- Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
- Keep informed regarding pending industry changes, trends, or best practices.
- Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
- Identify compliance issues that require follow-up or investigation.
- Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
- File appropriate compliance reports with regulatory agencies.
- Maintain documentation of compliance activities, such as complaints received or investigation outcomes.
- Consult with corporate attorneys as necessary to address difficult legal compliance issues.
- Conduct or direct the internal investigation of compliance issues.
- Provide employee training on compliance related topics, policies, or procedures.
- Serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.
- Verify that all regulatory policies and procedures have been documented, implemented, and communicated.
- Disseminate written policies and procedures related to compliance activities.
- Prepare management reports regarding compliance operations and progress.
- Conduct periodic internal reviews or audits to ensure that compliance procedures are followed.
- Monitor compliance systems to ensure their effectiveness.
- Direct the development or implementation of policies and procedures related to compliance throughout an organization.
- Advise internal management or business partners on the implementation or operation of compliance programs.
- Design or implement improvements in communication, monitoring, or enforcement of compliance standards.
- Provide assistance to internal or external auditors in compliance reviews.
- Collaborate with human resources departments to ensure the implementation of consistent disciplinary action strategies in cases of compliance standard violations.
- Develop risk management strategies based on assessment of product, compliance, or operational risks.
- Advise technical professionals on the development or use of environmental compliance or reporting tools.
- Conduct environmental audits to ensure adherence to environmental standards.
- Evaluate testing procedures to meet the specifications of environmental monitoring programs.
- Review or modify policies or operating guidelines to comply with changes to environmental standards or regulations.
- Review communications such as securities sales advertising to ensure there are no violations of standards or regulations.
- Oversee internal reporting systems, such as corporate compliance hotlines.
- Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.
- Direct environmental programs, such as air or water compliance, aboveground or underground storage tanks, spill prevention or control, hazardous waste or materials management, solid waste recycling, medical waste management, indoor air quality, integrated pest management, employee training, or disaster preparedness.
- Keep informed regarding pending industry changes, trends, or best practices.
- Direct or conduct studies or research on issues affecting areas of responsibility.
- Direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.
- Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.
- Prepare budgets for approval, including those for funding or implementation of programs.
- Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.
- Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.
- Implement corrective action plans to solve organizational or departmental problems.
- Analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.
- Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products.
- Direct human resources activities, including the approval of human resource plans or activities, the selection of directors or other high-level staff, or establishment or organization of major departments.
- Appoint department heads or managers and assign or delegate responsibilities to them.
- Interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.
- Review reports submitted by staff members to recommend approval or to suggest changes.
- Negotiate or approve contracts or agreements with suppliers, distributors, federal or state agencies, or other organizational entities.
- Establish departmental responsibilities and coordinate functions among departments and sites.
- Deliver speeches, write articles, or present information at meetings or conventions to promote services, exchange ideas, or accomplish objectives.
- Serve as liaisons between organizations, shareholders, and outside organizations.
- Coordinate the development or implementation of budgetary control systems, recordkeeping systems, or other administrative control processes.
- Preside over, or serve on, boards of directors, management committees, or other governing boards.
- Attend and participate in meetings of municipal councils or council committees.
- Organize or approve promotional campaigns.
- Nominate citizens to boards or commissions.
- Conduct or direct investigations or hearings to resolve complaints or violations of laws, or testify at such hearings.
- Direct or coordinate activities of businesses involved with buying or selling investment products or financial services.
- Prepare bylaws approved by elected officials, and ensure that bylaws are enforced.
- Make presentations to legislative or other government committees regarding policies, programs, or budgets.
- Review and analyze legislation, laws, or public policy and recommend changes to promote or support interests of the general population or special groups.
- Direct non-merchandising departments, such as advertising, purchasing, credit, or accounting.
- Refer major policy matters to elected representatives for final decisions.
- Administer programs for selection of sites, construction of buildings, or provision of equipment or supplies.
- Represent organizations or promote their objectives at official functions, or delegate representatives to do so.
- Direct or conduct studies or research on issues affecting areas of responsibility.
