- Analyze, interpret, or disseminate system performance data.
Occupations with related tasks Save Table: XLSX CSV
- Gather, analyze, or document user feedback to locate or resolve sources of problems.
- Check and analyze operating system or application log files regularly to verify proper system performance.
- Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.
- Identify or document backup or recovery plans.
- Back up or modify applications and related data to provide for disaster recovery.
- Correct testing-identified problems, or recommend actions for their resolution.
- Identify, standardize, and communicate levels of access and security.
- Determine sources of Web page or server problems, and take action to correct such problems.
- Implement updates, upgrades, and patches in a timely manner to limit loss of service.
- Implement Web site security measures, such as firewalls or message encryption.
- Collaborate with development teams to discuss, analyze, or resolve usability issues.
- Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.
- Perform user testing or usage analyses to determine Web sites' effectiveness or usability.
- Document application and Web site changes or change procedures.
- Track, compile, and analyze Web site usage data.
- Test backup or recovery plans regularly and resolve any problems.
- 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.
- 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.
- Provide training or technical assistance in Web site implementation or use.
- Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness.
- Inform Web site users of problems, problem resolutions, or application changes and updates.
- Document installation or configuration procedures to allow maintenance and repetition.
- Develop testing routines and procedures.
- Test new software packages for use in Web operations or other applications.
- Develop and implement marketing plans for home pages, including print advertising or advertisement rotation.
- Evaluate or recommend server hardware or software.
- Administer internet or intranet infrastructure, including Web, file, and mail servers.
- Gather, analyze, or document user feedback to locate or resolve sources of problems.
- Check and analyze operating system or application log files regularly to verify proper system performance.
- 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.
- 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.
- 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.
- Analyze equipment performance records to determine the need for repair or replacement.
- 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.
- 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.
- Analyze equipment performance records to determine the need for repair or replacement.
- 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.
- Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
- 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.
- Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
- 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.
- Analyze network data to determine network usage, disk space availability, or server function.
- 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.
- 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.
- 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.
- Analyze network data to determine network usage, disk space availability, or server function.
- Identify, analyze, and document problems with program function, output, online screen, or content.
- Document software defects, using a bug tracking system, and report defects to software developers.
- Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.
- Design test plans, scenarios, scripts, or procedures.
- Document test procedures to ensure replicability and compliance with standards.
- Provide feedback and recommendations to developers on software usability and functionality.
- Install, maintain, or use software testing programs.
- Test system modifications to prepare for implementation.
- Create or maintain databases of known test defects.
- Develop or specify standards, methods, or procedures to determine product quality or release readiness.
- Monitor bug resolution efforts and track successes.
- Update automated test scripts to ensure currency.
- Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems.
- Plan test schedules or strategies in accordance with project scope or delivery dates.
- Monitor program performance to ensure efficient and problem-free operations.
- Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
- Investigate customer problems referred by technical support.
- Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
- 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.
- 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.
- Coordinate user or third-party testing.
- Visit beta testing sites to evaluate software performance.
- 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.
- 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.
- 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 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.
- Research and test new or modified hardware or software products to determine performance and interoperability.
- 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.