- Check and analyze operating system or application log files regularly to verify proper system performance.
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- Identify, analyze, and document problems with program function, output, online screen, or content.
- Test system modifications to prepare for implementation.
- Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
- Identify program deviance from standards, and suggest modifications to ensure compliance.
- Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
- Coordinate user or third-party testing.
- Visit beta testing sites to evaluate software performance.
- 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.
- Provide feedback and recommendations to developers on software usability and functionality.
- Install, maintain, or use software testing programs.
- 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.
- Investigate customer problems referred by technical support.
- Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
- Design or develop automated testing tools.
- Install and configure recreations of software production environments to allow testing of software performance.
- Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.
- Conduct historical analyses of test results.
- Evaluate or recommend software for testing or bug tracking.
- Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
- Recommend purchase of equipment to control dust, temperature, or humidity in area of system installation.
- Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
- Identify, analyze, and document problems with program function, output, online screen, or content.
- Test system modifications to prepare for implementation.
- Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
- Identify program deviance from standards, and suggest modifications to ensure compliance.
- Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
- Coordinate user or third-party testing.
- Visit beta testing sites to evaluate software performance.
- 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.
- Test repaired items to ensure proper operation.
- Test computer software or hardware, using standard diagnostic testing equipment and procedures.
- 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.
- Provide telephone support related to networking or connectivity issues.
- 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.
- Install or repair network cables, including fiber optic cables.
- Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification.
- 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.
- Install and configure wireless networking equipment.
- Maintain logs of network activity.
- Document help desk requests and resolutions.
- Research hardware or software products to meet technical networking or security needs.
- Create or revise user instructions, procedures, or manuals.
- Run monthly network reports.
- 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.
- Test repaired items to ensure proper operation.
- Test computer software or hardware, using standard diagnostic testing equipment and procedures.
- Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.
- Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
- Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
- Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
- Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.
- Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
- Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.
- Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.
- Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.
- Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
- Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
- Write or contribute to instructions or manuals to guide end users.
- Assign, coordinate, and review work and activities of programming personnel.
- Train subordinates in programming and program coding.
- Develop Web sites.
- Train users on the use and function of computer programs.
- Collaborate with computer manufacturers and other users to develop new programming methods.
- Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.
- Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
- Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
- Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
- Verify stability, interoperability, portability, security, or scalability of system architecture.
- Research, test, or verify proper functioning of software patches and fixes.
- Design and conduct hardware or software tests.
- Develop system engineering, software engineering, system integration, or distributed system architectures.
- Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.
- Identify system data, hardware, or software components required to meet user needs.
- Communicate with staff or clients to understand specific system requirements.
- Provide advice on project costs, design concepts, or design changes.
- Perform security analyses of developed or packaged software components.
- Provide technical guidance or support for the development or troubleshooting of systems.
- Document design specifications, installation instructions, and other system-related information.
- Communicate project information through presentations, technical reports, or white papers.
- Define and analyze objectives, scope, issues, or organizational impact of information systems.
- Monitor system operation to detect potential problems.
- Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.
- Provide customers or installation teams guidelines for implementing secure systems.
- Establish functional or system standards to address operational requirements, quality requirements, and design constraints.
- Investigate system component suitability for specified purposes, and make recommendations regarding component use.
- Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.
- Develop or approve project plans, schedules, or budgets.
- Develop efficient and effective system controllers.
- Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.
- Configure servers to meet functional specifications.
- Direct the analysis, development, and operation of complete computer systems.
- Develop application-specific software.
- Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.
- Direct the installation of operating systems, network or application software, or computer or network hardware.
- Train system users in system operation or maintenance.
- Verify stability, interoperability, portability, security, or scalability of system architecture.
- Research, test, or verify proper functioning of software patches and fixes.
- Design and conduct hardware or software tests.
- Run infrastructure tests to examine the behavior of large peer-to-peer networks.
- Test the security and performance of blockchain infrastructures.
- Assess blockchain threats, such as untested code and unprotected keys.
- Automate the deployment of software updates over geographically distributed network nodes.
- Design and deploy blockchain design patterns to make transactions secure, transparent, and immutable.
- Design and develop blockchain technologies for industries such as finance and music.
- Design and implement dashboard and data visualizations to meet customer reporting needs.
- Design and implement data repositories to integrate data.
- Design and verify cryptographic protocols to protect private information.
- Determine specifications for, or implement, logging.
- Develop a maintainable code base using object-oriented design principles, practices, or patterns.
- Discuss and plan systems with solution architects, system engineers, or cybersecurity experts to meet customer requirements.
- Discuss data needs with engineers, product managers, or data scientists to identify blockchain requirements.
- Evaluate blockchain processes or risks based on security assessments or control matrix reviews.
- Evaluate new blockchain technologies and vendor products.
- Implement catastrophic failure handlers to identify security breaches and prevent serious damage.
- Update client and server applications responsible for integration and business logic.
- Run infrastructure tests to examine the behavior of large peer-to-peer networks.
- Test the security and performance of blockchain infrastructures.
- Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis.
- Analyze, manipulate, or process large sets of data using statistical software.
- Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.
- Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.
- Clean and manipulate raw data using statistical software.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
- Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.
- Design surveys, opinion polls, or other instruments to collect data.
- Identify business problems or management objectives that can be addressed through data analysis.
- Identify relationships and trends or any factors that could affect the results of research.
- Propose solutions in engineering, the sciences, and other fields using mathematical theories and techniques.
- Read scientific articles, conference papers, or other sources of research to identify emerging analytic trends and technologies.
- Recommend data-driven solutions to key stakeholders.
- Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest.
- Write new functions or applications in programming languages to conduct analyses.
- Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
- Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis.
- Analyze, manipulate, or process large sets of data using statistical software.
- Analyze equipment performance records to determine the need for repair or replacement.
- Design, configure, and test computer hardware, networking software and operating system software.
- Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.
- Perform data backups and disaster recovery operations.
- Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
- Configure, monitor, and maintain email applications or virus protection software.
- Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.
- Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.
- Plan, coordinate, and implement network security measures to protect data, software, and hardware.
- Confer with network users about solutions to existing system problems.
- Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.
- Perform routine network startup and shutdown procedures, and maintain control records.
- Load computer tapes and disks, and install software and printer paper or forms.
- Train people in computer system use.
- Maintain logs related to network functions, as well as maintenance and repair records.
- Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.
- Coordinate with vendors and with company personnel to facilitate purchases.
- Implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system.
- Maintain an inventory of parts for emergency repairs.
- Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.
- Analyze equipment performance records to determine the need for repair or replacement.
- Design, configure, and test computer hardware, networking software and operating system software.
- Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
- Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
- Troubleshoot program and system malfunctions to restore normal functioning.
- Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.
- Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
- Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.
- Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.
- Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.
- Consult with management to ensure agreement on system principles.
- Expand or modify system to serve new purposes or improve work flow.
- Train staff and users to work with computer systems and programs.
- Assess the usefulness of pre-developed application packages and adapt them to a user environment.
- Determine computer software or hardware needed to set up or alter systems.
- Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
- Develop, document, and revise system design procedures, test procedures, and quality standards.
- Recommend new equipment or software packages.
- Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
- Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
- Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.
- Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.
- Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.
- Specify inputs accessed by the system and plan the distribution and use of the results.
- Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
- Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
- Develop computer programs to collect meteorological data or to present meteorological information.
- Interpret data, reports, maps, photographs, or charts to predict long- or short-range weather conditions, using computer models and knowledge of climate theory, physics, and mathematics.
- Broadcast weather conditions, forecasts, or severe weather warnings to the public via television, radio, or the Internet or provide this information to the news media.
- Gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.
- Develop or use mathematical or computer models for weather forecasting.
- Prepare weather reports or maps for analysis, distribution, or use in weather broadcasts, using computer graphics.
- Prepare forecasts or briefings to meet the needs of industry, business, government, or other groups.
- Analyze historical climate information, such as precipitation or temperature records, to help predict future weather or climate trends.
- Analyze climate data sets, using techniques such as geophysical fluid dynamics, data assimilation, or numerical modeling.
- Conduct numerical simulations of climate conditions to understand and predict global or regional weather patterns.
- Conduct meteorological research into the processes or determinants of atmospheric phenomena, weather, or climate.
- Consult with other offices, agencies, professionals, or researchers regarding the use and interpretation of climatological information for weather predictions and warnings.
- Prepare scientific atmospheric or climate reports, articles, or texts.
- Speak to the public to discuss weather topics or answer questions.
- Develop and deliver training on weather topics.
- Apply meteorological knowledge to issues such as global warming, pollution control, or ozone depletion.
- Design or develop new equipment or methods for meteorological data collection, remote sensing, or related applications.
- Measure wind, temperature, and humidity in the upper atmosphere, using weather balloons.
- Direct forecasting services at weather stations or at radio or television broadcasting facilities.
- Research the impact of industrial projects or pollution on climate, air quality, or weather phenomena.
- Collect air samples from planes or ships over land or sea to study atmospheric composition.
- Conduct wind assessment, integration, or validation studies.
- Teach college-level courses on topics such as atmospheric and space science, meteorology, or global climate change.
- Create visualizations to illustrate historical or future changes in the Earth's climate, using paleoclimate or climate geographic information systems (GIS) databases.
- Estimate or predict the effects of global warming over time for specific geographic regions.
- Formulate predictions by interpreting environmental data, such as meteorological, atmospheric, oceanic, paleoclimate, climate, or related information.
- Perform managerial duties, such as creating work schedules, creating or implementing staff training, matching staff expertise to situations, or analyzing performance of offices.
- Develop computer programs to collect meteorological data or to present meteorological information.
- Interpret data, reports, maps, photographs, or charts to predict long- or short-range weather conditions, using computer models and knowledge of climate theory, physics, and mathematics.
- Identify protocol problems, inform investigators of problems, or assist in problem resolution efforts, such as protocol revisions.
- Code, evaluate, or interpret collected study data.
- Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.
- Perform specific protocol procedures such as interviewing subjects, taking vital signs, and performing electrocardiograms.
- Assess eligibility of potential subjects through methods such as screening interviews, reviews of medical records, or discussions with physicians and nurses.
- Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.
- Inform patients or caregivers about study aspects and outcomes to be expected.
- Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.
- Monitor study activities to ensure compliance with protocols and with all relevant local, federal, and state regulatory and institutional polices.
- Oversee subject enrollment to ensure that informed consent is properly obtained and documented.
- Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.
- Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.
- Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.
- Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.
- Direct the requisition, collection, labeling, storage, or shipment of specimens.
- Instruct research staff in scientific and procedural aspects of studies including standards of care, informed consent procedures, or documentation procedures.
- Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.
- Prepare for or participate in quality assurance audits conducted by study sponsors, federal agencies, or specially designated review groups.
- Order drugs or devices necessary for study completion.
- Contact outside health care providers and communicate with subjects to obtain follow-up information.
- Participate in the development of study protocols including guidelines for administration or data collection procedures.
- Confer with health care professionals to determine the best recruitment practices for studies.
- Communicate with laboratories or investigators regarding laboratory findings.
- Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.
- Organize space for study equipment and supplies.
- Develop advertising and other informational materials to be used in subject recruitment.
- Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary.
- Arrange for research study sites and determine staff or equipment availability.
- Interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics.
- Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.
- Register protocol patients with appropriate statistical centers as required.
- Solicit industry-sponsored trials through contacts and professional organizations.
- Participate in preparation and management of research budgets and monetary disbursements.
- Identify protocol problems, inform investigators of problems, or assist in problem resolution efforts, such as protocol revisions.
- Code, evaluate, or interpret collected study data.
- 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.
- Research and test new or modified hardware or software products to determine performance and interoperability.
- Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.
- Develop disaster recovery plans.
- Coordinate network or design activities with designers of associated networks.
- Develop conceptual, logical, or physical network designs.
- Develop and implement solutions for network problems.
- Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.
- Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.
- Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.
- Evaluate network designs to determine whether customer requirements are met efficiently and effectively.
- Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.
- Adjust network sizes to meet volume or capacity demands.
- Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.
- Develop network-related documentation.
- Estimate time and materials needed to complete projects.
- Supervise engineers or other staff in the design or implementation of network solutions.
- Coordinate network operations, maintenance, repairs, or upgrades.
- Develop procedures to track, project, or report network availability, reliability, capacity, or utilization.
- Communicate with customers, sales staff, or marketing staff to determine customer needs.
- Prepare design presentations and proposals for staff or customers.
- Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.
- Prepare or monitor project schedules, budgets, or cost control systems.
- Develop plans or budgets for network equipment replacement.
- Coordinate installation of new equipment.
- Explain design specifications to integration or test engineers.
- Develop or maintain project reporting systems.
- Use network computer-aided design (CAD) software packages to optimize network designs.
- Maintain or coordinate the maintenance of network peripherals, such as printers.
- Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.
- Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.
- Maintain networks by performing activities such as file addition, deletion, or backup.
- Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.
- 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.
- Research and test new or modified hardware or software products to determine performance and interoperability.
- Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
- Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.
- Monitor current reports of computer viruses to determine when to update virus protection systems.
- Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.
- 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.
- Maintain permanent fleet cryptologic and carry-on direct support systems required in special land, sea surface and subsurface operations.
- Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
- Analyze problems to develop solutions involving computer hardware and software.
- Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.
- Assign or schedule tasks to meet work priorities and goals.
- Meet with managers, vendors, and others to solicit cooperation and resolve problems.
- Design computers and the software that runs them.
- Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
- Evaluate project plans and proposals to assess feasibility issues.
- Participate in multidisciplinary projects in areas such as virtual reality, human-computer interaction, or robotics.
- Consult with users, management, vendors, and technicians to determine computing needs and system requirements.
- Develop and interpret organizational goals, policies, and procedures.
- Develop performance standards, and evaluate work in light of established standards.
- Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users.
- Direct daily operations of departments, coordinating project activities with other departments.
- Participate in staffing decisions and direct training of subordinates.
- Approve, prepare, monitor, and adjust operational budgets.
- Analyze problems to develop solutions involving computer hardware and software.
- Analyze information obtained from management to conceptualize and define operational problems.
- Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
- Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
- Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
- Present the results of mathematical modeling and data analysis to management or other end users.
- Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
- Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
- Prepare management reports defining and evaluating problems and recommending solutions.
- Define data requirements, and gather and validate information, applying judgment and statistical tests.
- Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
- Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
- Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.
- Educate staff in the use of mathematical models.
- Specify manipulative or computational methods to be applied to models.
- Develop and apply time and cost networks to plan, control, and review large projects.
- Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
- Analyze information obtained from management to conceptualize and define operational problems.
- 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.
- Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques.
- 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.
- Analyze and interpret patient, nursing, or information systems data to improve nursing services.
- Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management.
- Identify, collect, record, or analyze data relevant to the nursing care of patients.
- Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems.
- Provide consultation to nurses regarding hardware or software configuration.
- 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 implement policies or practices to ensure the privacy, confidentiality, or security of patient information.
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.
- Develop or deliver training programs for health information technology, creating operating manuals as needed.
- Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.
- Design, conduct, or provide support to nursing informatics research.
- Inform local, state, national, and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development, and economics.
- Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.
- 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.
- Test changes to database applications or systems.
- Modify existing databases and database management systems or direct programmers and analysts to make changes.
- Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
- Plan and install upgrades of database management system software to enhance database performance.
- Specify users and user access levels for each segment of database.
- Test programs or databases, correct errors, and make necessary modifications.
- Train users and answer questions.
- Provide technical support to junior staff or clients.
- Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.
- Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.
- Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.
- Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.
- Select and enter codes to monitor database performance and to create production databases.
- Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
- Review procedures in database management system manuals to make changes to database.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.
- Revise company definition of data as defined in data dictionary.
- Test changes to database applications or systems.
- Scan networks, using vulnerability assessment tools to identify vulnerabilities.
- Assess the quality of security controls, using performance indicators.
- Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage.
- Coordinate documentation of computer security or emergency measure policies, procedures, or tests.
- Coordinate monitoring of networks or systems for security breaches or intrusions.
- Coordinate vulnerability assessments or analysis of information security systems.
- Develop information security standards and best practices.
- Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.
- Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.
- Develop response and recovery strategies for security breaches.
- Identify or implement solutions to information security problems.
- Identify security system weaknesses, using penetration tests.
- Oversee development of plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure or to meet emergency data processing needs.
- Oversee performance of risk assessment or execution of system tests to ensure the functioning of data processing activities or security measures.
- Provide technical support to computer users for installation and use of security products.
- Recommend information security enhancements to management.
- Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.
- Train staff on, and oversee the use of, information security standards, policies, and best practices.
- Troubleshoot security and network problems.
- Write reports regarding investigations of information security breaches or network evaluations.
- Scan networks, using vulnerability assessment tools to identify vulnerabilities.
- Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
- Design and validate clinical databases, including designing or testing logic checks.
- Process clinical data, including receipt, entry, verification, or filing of information.
- 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.
- Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.
- 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.
- 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.
- Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
- 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.
- Track the flow of work forms, including in-house data flow or electronic forms transfer.
- Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
- Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.
- Assess the physical security of servers, systems, or network devices to identify vulnerability to temperature, vandalism, or natural disasters.
- Collect stakeholder data to evaluate risk and to develop mitigation strategies.
- Conduct network and security system audits, using established criteria.
- Configure information systems to incorporate principles of least functionality and least access.
- Design security solutions to address known device vulnerabilities.
- Develop and execute tests that simulate the techniques of known cyber threat actors.
- Develop infiltration tests that exploit device vulnerabilities.
- Develop presentations on threat intelligence.
- Develop security penetration testing processes, such as wireless, data networks, and telecommunication security tests.
- Discuss security solutions with information technology teams or management.
- Document penetration test findings.
- Evaluate vulnerability assessments of local computing environments, networks, infrastructures, or enclave boundaries.
- Gather cyber intelligence to identify vulnerabilities.
- Identify new threat tactics, techniques, or procedures used by cyber threat actors.
- Identify security system weaknesses, using penetration tests.
- Investigate security incidents, using computer forensics, network forensics, root cause analysis, or malware analysis.
- Keep up with new penetration testing tools and methods.
- Maintain up-to-date knowledge of hacking trends.
- Prepare and submit reports describing the results of security fixes.
- Update corporate policies to improve cyber security.
- Write audit reports to communicate technical and procedural findings and recommend solutions.
- Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.
- Analyze, interpret, or disseminate system performance data.
- 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.
- 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.
- 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.
- 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.
- Consult with end users regarding problems in accessing electronic content.
- Propose recommendations for improving content management system capabilities.
- 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.
- Assist in the assessment, acquisition, or deployment of new electronic document management systems.
- Analyze, interpret, or disseminate system performance data.
- Recommend adjudication of product complaints.
- Coordinate efforts associated with the preparation of regulatory documents or submissions.
- Communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways, compliance test requirements, or clarification and follow-up of submissions under review.
- Prepare or direct the preparation of additional information or responses as requested by regulatory agencies.
- Coordinate, prepare, or review regulatory submissions for domestic or international projects.
- Prepare or maintain technical files as necessary to obtain and sustain product approval.
- Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.
- Determine the types of regulatory submissions or internal documentation that are required in situations such as proposed device changes or labeling changes.
- Coordinate recall or market withdrawal activities as necessary.
- Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.
- Review adverse drug reactions and file all related reports in accordance with regulatory agency guidelines.
- Review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies.
- Identify relevant guidance documents, international standards, or consensus standards.
- Provide technical review of data or reports to be incorporated into regulatory submissions to assure scientific rigor, accuracy, and clarity of presentation.
- Review clinical protocols to ensure collection of data needed for regulatory submissions.
- Provide pre-, ongoing, and post-inspection follow-up assistance to governmental inspectors.
- Maintain current knowledge base of existing and emerging regulations, standards, or guidance documents.
- Recommend changes to company procedures in response to changes in regulations or standards.
- Participate in internal or external audits.
- Compile and maintain regulatory documentation databases or systems.
- Write or update standard operating procedures, work instructions, or policies.
- Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.
- Develop or track quality metrics.
- Develop or conduct employee regulatory training.
- Determine requirements applying to treatment, storage, shipment, or disposal of potentially hazardous production-related waste.
- Direct the collection and preparation of laboratory samples as requested by regulatory agencies.
- Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.
- Specialize in regulatory issues related to agriculture, such as the cultivation of green biotechnology crops or the post-market regulation of genetically altered crops.
- Determine regulations or procedures related to the management, collection, reuse, recovery, or recycling of packaging waste.
- Determine the legal implications of the production, supply, or use of ozone-depleting substances or equipment containing such substances.
- Obtain clearances for the use of recycled plastics in product packaging.
- Monitor national or international legislation on ozone-depleting substances or global warming.
- Recommend adjudication of product complaints.
