- Prepare project status reports by collecting, analyzing, and summarizing information and trends.
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- Draw conclusions or make predictions, based on data summaries or statistical analyses.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
- Develop or implement data analysis algorithms.
- Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.
- Prepare articles for publication or presentation at professional conferences.
- Apply research or simulation results to extend biological theory or recommend new research projects.
- Develop or use mathematical models to track changes in biological phenomena, such as the spread of infectious diseases.
- Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.
- Calculate sample size requirements for clinical studies.
- Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
- Design research studies in collaboration with physicians, life scientists, or other professionals.
- Prepare tables and graphs to present clinical data or results.
- Write program code to analyze data with statistical analysis software.
- Review clinical or other medical research protocols and recommend appropriate statistical analyses.
- Determine project plans, timelines, or technical objectives for statistical aspects of biological research studies.
- Plan or direct research studies related to life sciences.
- Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected.
- Design or maintain databases of biological data.
- Assign work to biostatistical assistants or programmers.
- Analyze archival data, such as birth, death, and disease records.
- Design surveys to assess health issues.
- Teach graduate or continuing education courses or seminars in biostatistics.
- Draw conclusions or make predictions, based on data summaries or statistical analyses.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
- Develop or implement data analysis algorithms.
- Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.
- Prepare articles for publication or presentation at professional conferences.
- Apply research or simulation results to extend biological theory or recommend new research projects.
- Develop or use mathematical models to track changes in biological phenomena, such as the spread of infectious diseases.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Identify relationships and trends in data, as well as any factors that could affect the results of research.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
- Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
- 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.
- Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
- Process large amounts of data for statistical modeling and graphic analysis, using computers.
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Evaluate sources of information to determine any limitations, in terms of reliability or usability.
- Develop and test experimental designs, sampling techniques, and analytical methods.
- Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
- Supervise and provide instructions for workers collecting and tabulating data.
- Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
- Prepare and structure data warehouses for storing data.
- Develop software applications or programming for statistical modeling and graphic analysis.
- Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Identify relationships and trends in data, as well as any factors that could affect the results of research.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
- Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
- 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.
- Perform computations and apply methods of numerical analysis to data.
- Assemble sets of assumptions, and explore the consequences of each set.
- Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.
- Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
- Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
- 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.
- 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.
- Perform computations and apply methods of numerical analysis to data.
- Assemble sets of assumptions, and explore the consequences of each set.
- Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.
- Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.
- Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.
- Interpret aerial or ortho photographs.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.
- Maintain or modify existing Geographic Information Systems (GIS) databases.
- Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.
- Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.
- Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.
- Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.
- Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.
- Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases.
- Select cartographic elements needed for effective presentation of information.
- Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.
- Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
- Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.
- Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.
- Confer with users to analyze, configure, or troubleshoot applications.
- Design, program, or model Geographic Information Systems (GIS) applications or procedures.
- Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.
- Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.
- Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.
- Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.
- Transfer or rescale information from original photographs onto maps or other photographs.
- Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.
- Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.
- Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.
- Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.
- Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.
- Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.
- Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.
- Interpret aerial or ortho photographs.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
- Identify relationships and trends or any factors that could affect the results of research.
- Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.
- Propose solutions in engineering, the sciences, and other fields using mathematical theories and techniques.
- 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.
- Design surveys, opinion polls, or other instruments to collect data.
- Identify business problems or management objectives that can be addressed through data analysis.
- Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis.
- 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.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
- Identify relationships and trends or any factors that could affect the results of research.
- Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.
- Propose solutions in engineering, the sciences, and other fields using mathematical theories and techniques.
- Write audit reports to communicate technical and procedural findings and recommend solutions.
- Develop presentations on threat intelligence.
- Document penetration test findings.
- Prepare and submit reports describing the results of security fixes.
- 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 security penetration testing processes, such as wireless, data networks, and telecommunication security tests.
- Discuss security solutions with information technology teams or management.
- 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.
- 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.
- Develop presentations on threat intelligence.
- Document penetration test findings.
- Prepare and submit reports describing the results of security fixes.
- Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
- Present the results of mathematical modeling and data analysis to management or other end users.
- Define data requirements, and gather and validate information, applying judgment and statistical tests.
- 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.
- Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
- Analyze information obtained from management to conceptualize and define operational problems.
- Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
- Prepare management reports defining and evaluating problems and recommending solutions.
- Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
- 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.
- Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
- Present the results of mathematical modeling and data analysis to management or other end users.
- Define data requirements, and gather and validate information, applying judgment and statistical tests.
- Construct probability tables for events such as fires, natural disasters, and unemployment, based on analysis of statistical data and other pertinent information.
- Ascertain premium rates required and cash reserves and liabilities necessary to ensure payment of future benefits.
- Design, review, and help administer insurance, annuity and pension plans, determining financial soundness and calculating premiums.
- Determine, or help determine, company policy, and explain complex technical matters to company executives, government officials, shareholders, policyholders, or the public.
- Analyze statistical information to estimate mortality, accident, sickness, disability, and retirement rates.
- Negotiate terms and conditions of reinsurance with other companies.
- Collaborate with programmers, underwriters, accounts, claims experts, and senior management to help companies develop plans for new lines of business or improvements to existing business.
- Determine equitable basis for distributing surplus earnings under participating insurance and annuity contracts in mutual companies.
- Determine policy contract provisions for each type of insurance.
- Provide expertise to help financial institutions manage risks and maximize returns associated with investment products or credit offerings.
- Manage credit and help price corporate security offerings.
- Explain changes in contract provisions to customers.
- Construct probability tables for events such as fires, natural disasters, and unemployment, based on analysis of statistical data and other pertinent information.
- Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
- 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.
- Evaluate project plans and proposals to assess feasibility issues.
- 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.
- Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
- Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
- Synthesize current business intelligence or trend data to support recommendations for action.
- Maintain library of model documents, templates, or other reusable knowledge assets.
- Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
- Manage timely flow of business intelligence information to users.
- Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
- Analyze competitive market strategies through analysis of related product, market, or share trends.
- Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
- Identify or monitor current and potential customers, using business intelligence tools.
- Disseminate information regarding tools, reports, or metadata enhancements.
- Provide technical support for existing reports, dashboards, or other tools.
- Identify and analyze industry or geographic trends with business strategy implications.
- Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.
- Create or review technical design documentation to ensure the accurate development of reporting solutions.
- Analyze technology trends to identify markets for future product development or to improve sales of existing products.
- Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.
- Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
- Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
- Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
- Develop data warehouse process models, including sourcing, loading, transformation, and extraction.
- Verify the structure, accuracy, or quality of warehouse data.
- Map data between source systems, data warehouses, and data marts.
- Develop and implement data extraction procedures from other systems, such as administration, billing, or claims.
- Design and implement warehouse database structures.
- Develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases.
- Provide or coordinate troubleshooting support for data warehouses.
- Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
- Design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.
- Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.
- Create or implement metadata processes and frameworks.
- Review designs, codes, test plans, or documentation to ensure quality.
- Create plans, test files, and scripts for data warehouse testing, ranging from unit to integration testing.
- Select methods, techniques, or criteria for data warehousing evaluative procedures.
- Prepare functional or technical documentation for data warehouses.
- Test software systems or applications for software enhancements or new products.
- Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
- Analyze incident data to identify trends in injuries, illnesses, accidents, or other hazards.
- Recommend measures to help protect workers from potentially hazardous work methods, processes, or materials.
- Inspect or evaluate workplace environments, equipment, or practices to ensure compliance with safety standards and government regulations.
- Collaborate with engineers or physicians to institute control or remedial measures for hazardous or potentially hazardous conditions or equipment.
- Develop or maintain hygiene programs, such as noise surveys, continuous atmosphere monitoring, ventilation surveys, or asbestos management plans.
- Coordinate "right-to-know" programs regarding hazardous chemicals or other substances.
- Conduct safety training or education programs and demonstrate the use of safety equipment.
- Investigate the adequacy of ventilation, exhaust equipment, lighting, or other conditions that could affect employee health, comfort, or performance.
- Investigate health-related complaints and inspect facilities to ensure that they comply with public health legislation and regulations.
- Collect samples of hazardous materials or arrange for sample collection.
- Maintain or update emergency response plans or procedures.
- Provide new-employee health and safety orientations and develop materials for these presentations.
- Inspect specified areas to ensure the presence of fire prevention equipment, safety equipment, or first-aid supplies.
- Maintain inventories of hazardous materials or hazardous wastes, using waste tracking systems to ensure that materials are handled properly.
- Develop or maintain medical monitoring programs for employees.
- Conduct audits at hazardous waste sites or industrial sites or participate in hazardous waste site investigations.
- Perform laboratory analyses or physical inspections of samples to detect disease or to assess purity or cleanliness.
- Analyze incident data to identify trends in injuries, illnesses, accidents, or other hazards.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Test programs or databases, correct errors, and make necessary modifications.
- Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
- Modify existing databases and database management systems or direct programmers and analysts to make changes.
- Specify users and user access levels for each segment of database.
- Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.
- Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.
- Review procedures in database management system manuals to make changes to database.
- Revise company definition of data as defined in data dictionary.
- Train users and answer questions.
- Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.
- 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 data model 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 database.
- Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
- Plan and install upgrades of database management system software to enhance database performance.
- Provide technical support to junior staff or clients.
- Test changes to database applications or systems.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Prepare data analysis listings and activity, performance, or progress reports.
- Design and validate clinical databases, including designing or testing logic checks.
- Process clinical data, including receipt, entry, verification, or filing of information.
- Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
- Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.
- Monitor work productivity or quality to ensure compliance with standard operating procedures.
- Prepare appropriate formatting to data sets as requested.
- Design forms for receiving, processing, or tracking data.
- 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.
- Prepare data analysis listings and activity, performance, or progress reports.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Design databases to support business applications, ensuring system scalability, security, performance, and reliability.
- Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
- Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
- Develop data models for applications, metadata tables, views or related database structures.
- Set up database clusters, backup, or recovery processes.
- Create and enforce database development standards.
- Develop and document database architectures.
- Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.
- Document and communicate database schemas, using accepted notations.
- Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
- Demonstrate database technical functionality, such as performance, security and reliability.
- Develop or maintain archived procedures, procedural codes, or queries for applications.
- Develop load-balancing processes to eliminate down time for backup processes.
- Provide technical support to junior staff or clients.
- Identify and correct deviations from database development standards.
- Plan and install upgrades of database management system software to enhance database performance.
- Develop data model describing data elements and their use, following procedures and using pen, template or computer software.
- Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.
- Establish and calculate optimum values for database parameters, using manuals and calculator.
- Review project requests describing database user needs to estimate time and cost required to accomplish project.
- Test programs or databases, correct errors, and make necessary modifications.
- Train users and answer questions.
- Work as part of a project team to coordinate database development and determine project scope and limitations.
- Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Communicate project information through presentations, technical reports, or white papers.
- Verify stability, interoperability, portability, security, or scalability of system architecture.
- 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.
- Research, test, or verify proper functioning of software patches and fixes.
- 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.
- Define and analyze objectives, scope, issues, or organizational impact of information systems.
- Monitor system operation to detect potential problems.
- Design and conduct hardware or software tests.
- 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.
- Communicate project information through presentations, technical reports, or white papers.
- Conduct historical analyses of test results.
- 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.
- 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.
- Conduct historical analyses of test results.
