- Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.
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- 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.
- 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.
- Monitor current reports of computer viruses to determine when to update virus protection systems.
- Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
- 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.
- 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.
- 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.
- Identify, standardize, and communicate levels of access and security.
- 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.
- Back up or modify applications and related data to provide for disaster recovery.
- Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness.
- Develop testing routines and procedures.
- Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.
- Identify or document backup or recovery plans.
- Correct testing-identified problems, or recommend actions for their resolution.
- Determine sources of Web page or server problems, and take action to correct such problems.
- 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.
- Recommend Web site improvements, and develop budgets to support recommendations.
- 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.
- Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups.
- 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.
- Provide training or technical assistance in Web site implementation or use.
- Inform Web site users of problems, problem resolutions, or application changes and updates.
- Document installation or configuration procedures to allow maintenance and repetition.
- 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.
- Evaluate or recommend server hardware or software.
- Administer internet or intranet infrastructure, including Web, file, and mail servers.
- Identify, standardize, and communicate levels of access and security.
- 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.
- Back up or modify applications and related data to provide for disaster recovery.
- Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness.
- Develop testing routines and procedures.
- Design and deploy blockchain design patterns to make transactions secure, transparent, and immutable.
- Design and verify cryptographic protocols to protect private information.
- Implement catastrophic failure handlers to identify security breaches and prevent serious damage.
- Determine specifications for, or implement, logging.
- Assess blockchain threats, such as untested code and unprotected keys.
- Automate the deployment of software updates over geographically distributed network nodes.
- 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.
- 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.
- Run infrastructure tests to examine the behavior of large peer-to-peer networks.
- Test the security and performance of blockchain infrastructures.
- Update client and server applications responsible for integration and business logic.
- Design and deploy blockchain design patterns to make transactions secure, transparent, and immutable.
- Design and verify cryptographic protocols to protect private information.
- Implement catastrophic failure handlers to identify security breaches and prevent serious damage.
- Determine specifications for, or implement, logging.
- Perform data backups and disaster recovery operations.
- Configure, monitor, and maintain email applications or virus protection software.
- Plan, coordinate, and implement network security measures to protect data, software, and hardware.
- Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.
- Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
- 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.
- Analyze equipment performance records to determine the need for repair or replacement.
- 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.
- Design, configure, and test computer hardware, networking software and operating system software.
- 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.
- Perform data backups and disaster recovery operations.
- Configure, monitor, and maintain email applications or virus protection software.
- Plan, coordinate, and implement network security measures to protect data, software, and hardware.
- Implement or perform preventive maintenance, backup, or recovery procedures.
- Implement controls to provide security for operating systems, software, and data.
- Manage user access to systems and equipment through account management and password administration.
- 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.
- 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.
- 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.
- Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.
- 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.
- 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.
- Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.
- 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.
- 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.
- Implement or perform preventive maintenance, backup, or recovery procedures.
- Implement controls to provide security for operating systems, software, and data.
- Manage user access to systems and equipment through account management and password administration.
- Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
- Specify users and user access levels for each segment of database.
- Modify existing databases and database management systems or direct programmers and analysts to make changes.
- Plan and install upgrades of database management system software to enhance database performance.
- Test changes to database applications or systems.
- 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.
- Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
- Specify users and user access levels for each segment of database.
- Administer document and system access rights and revision control to ensure security of system and integrity of master documents.
- 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.
- Write, review, or execute plans for testing new or established document management systems.
- Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.
- Operate data capture technology to import digitized documents into document management system.
- Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
- 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.
- Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.
- 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.
- 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.
- 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.
- Analyze, interpret, or disseminate system performance data.
- Administer document and system access rights and revision control to ensure security of system and integrity of master documents.
- 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.
- Write, review, or execute plans for testing new or established document management systems.
- Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.
- Operate data capture technology to import digitized documents into document management system.
- Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
- 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 security penetration testing processes, such as wireless, data networks, and telecommunication security tests.
- 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.
- Develop presentations on threat intelligence.
- 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.
- Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.
- Update corporate policies to improve cyber security.
- Write audit reports to communicate technical and procedural findings and recommend solutions.
- 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 security penetration testing processes, such as wireless, data networks, and telecommunication security tests.
- Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.
- Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.
- Develop or maintain project reporting systems.
- 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.
- 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.
- Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.
- Develop conceptual, logical, or physical network designs.
- Evaluate network designs to determine whether customer requirements are met efficiently and effectively.
- Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.
- 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.
- Research and test new or modified hardware or software products to determine performance and interoperability.
- 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.
- Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.
- 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.
- Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.
- Develop or maintain project reporting systems.
- 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.
- 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.
- 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.
- Test repaired items to ensure proper operation.
- 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.
- Configure security settings or access permissions for groups or individuals.
- Back up network data.
- Design and implement Web site security measures, such as firewalls and message encryption.
- Back up files from Web sites to local directories for instant recovery in case of problems.
- 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.
- 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.
- Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
- 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.
- 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.
- Document test plans, testing procedures, or test results.
- Establish appropriate server directory trees.
- Recommend and implement performance improvements.
- 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.
- Evaluate or recommend server hardware or software.
- 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.
- Research, document, rate, or select alternatives for Web architecture or technologies.
- Develop system interaction or sequence diagrams.
- Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, and legal issues including accessibility and privacy.
- Design and implement Web site security measures, such as firewalls and message encryption.
- Back up files from Web sites to local directories for instant recovery in case of problems.
- Assist in the development of online transaction or security policies.
- Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.
- 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.
- Evaluate new emerging media or technologies and make recommendations for their application within Internet marketing or search marketing campaigns.
- 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.
- 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.
- 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.
- Execute and manage communications with digital journalists or bloggers.
- Resolve product availability problems in collaboration with customer service staff.
- Assist in the development of online transaction or security policies.
- Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.
- Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
- Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
- Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
- Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
- Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.
- Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
- Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
- Perform computations and apply methods of numerical analysis to data.
- Assemble sets of assumptions, and explore the consequences of each set.
- Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
- 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.
- Prepare and structure data warehouses for storing 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.
- Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
- Supervise and provide instructions for workers collecting and tabulating data.
- Prepare and structure data warehouses for storing data.
- Identify or implement solutions to information security problems.
- 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 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.
- Scan networks, using vulnerability assessment tools to identify vulnerabilities.
- 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.
- Identify or implement solutions to information security problems.