Job Duties Custom List 15-2041.00 — Statisticians
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
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- Present research findings at professional meetings.
- Explain sociological research to the general public.
- Prepare publications and reports containing research findings.
- Analyze and interpret data to increase the understanding of human social behavior.
- Develop, implement, and evaluate methods of data collection, such as questionnaires or interviews.
- Collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents.
- Teach sociology.
- Plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.
- Develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions.
- Consult with and advise individuals such as administrators, social workers, and legislators regarding social issues and policies, as well as the implications of research findings.
- Direct work of statistical clerks, statisticians, and others who compile and evaluate research data.
- Collaborate with research workers in other disciplines.
- Write grants to obtain funding for research projects.
- Develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.
- Observe group interactions and role affiliations to collect data, identify problems, evaluate progress, and determine the need for additional change.
- Mentor sociology students.
- Review sociological research and articles.
- Present research findings at professional meetings.
- Explain sociological research to the general public.
- Prepare publications and reports containing research findings.
- 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.
- 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.
- Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
- 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.
- Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis.
- 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.
- 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.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
- Prepare articles for publication or presentation at professional conferences.
- Draw conclusions or make predictions, based on data summaries or statistical analyses.
- Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.
- 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.
- Provide biostatistical consultation to clients or colleagues.
- Review clinical or other medical research protocols and recommend appropriate statistical analyses.
- Develop or implement data analysis algorithms.
- Determine project plans, timelines, or technical objectives for statistical aspects of biological research studies.
- Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.
- Plan or direct research studies related to life sciences.
- Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected.
- Write research proposals or grant applications for submission to external bodies.
- Design or maintain databases of biological data.
- Collect data through surveys or experimentation.
- Apply research or simulation results to extend biological theory or recommend new research projects.
- Develop or use mathematical models to track changes in biological phenomena, such as the spread of infectious diseases.
- Assign work to biostatistical assistants or programmers.
- Analyze archival data, such as birth, death, and disease records.
- Design surveys to assess health issues.
- Teach graduate or continuing education courses or seminars in biostatistics.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
- Prepare articles for publication or presentation at professional conferences.
- 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.
- Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.
- Write and publish articles in scientific journals.
- Follow strict safety procedures when handling toxic materials to avoid contamination.
- Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.
- Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.
- Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.
- Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.
- Write applications for research grants.
- Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
- Study animal and human health and physiological processes.
- Investigate cause, progress, life cycle, or mode of transmission of diseases or parasites.
- Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, or chromatography systems.
- Confer with health departments, industry personnel, physicians, and others to develop health safety standards and public health improvement programs.
- Consult with and advise physicians, educators, researchers, and others regarding medical applications of physics, biology, and chemistry.
- Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.
- Write and publish articles in scientific journals.
- Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings.
- Communicate research findings on various types of diseases to health practitioners, policy makers, and the public.
- Oversee public health programs, including statistical analysis, health care planning, surveillance systems, and public health improvement.
- Investigate diseases or parasites to determine cause and risk factors, progress, life cycle, or mode of transmission.
- Educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.
- Monitor and report incidents of infectious diseases to local and state health agencies.
- Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.
- Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.
- Write articles for publication in professional journals.
- Identify and analyze public health issues related to foodborne parasitic diseases and their impact on public policies, scientific studies, or surveys.
- Write grant applications to fund epidemiologic research.
- Plan, administer and evaluate health safety standards and programs to improve public health, conferring with health department, industry personnel, physicians, and others.
- Consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
- Supervise professional, technical, and clerical personnel.
- Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.
- Prepare and analyze samples to study effects of drugs, gases, pesticides, or microorganisms on cell structure and tissue.
- Teach epidemiology to students in public health programs.
- Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings.
- Communicate research findings on various types of diseases to health practitioners, policy makers, and the public.
- Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
- Mentor others on mathematical techniques.
- Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
- Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
- Assemble sets of assumptions, and explore the consequences of each set.
- Perform computations and apply methods of numerical analysis to data.
- Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
- 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.
- Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.
- Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.
- Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
- Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
- Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
- Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
- Manage timely flow of business intelligence information to users.
- Provide technical support for existing reports, dashboards, or other tools.
- Identify and analyze industry or geographic trends with business strategy implications.
- Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
- Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
- Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
- Disseminate information regarding tools, reports, or metadata enhancements.
- Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.
- Synthesize current business intelligence or trend data to support recommendations for action.
- Analyze competitive market strategies through analysis of related product, market, or share trends.
- Identify or monitor current and potential customers, using business intelligence tools.
- Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.
- Maintain library of model documents, templates, or other reusable knowledge assets.
- Create or review technical design documentation to ensure the accurate development of reporting solutions.
- Analyze technology trends to identify markets for future product development or to improve sales of existing products.
- Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
- Present the results of mathematical modeling and data analysis to management or other end users.
- Define data requirements, and gather and validate information, applying judgment and statistical tests.
- Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
- Prepare management reports defining and evaluating problems and recommending solutions.
- Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
- Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
- Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
- Analyze information obtained from management to conceptualize and define operational problems.
- Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
- Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
- Specify manipulative or computational methods to be applied to models.
- Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.
- Develop and apply time and cost networks to plan, control, and review large projects.
- Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
- Educate staff in the use of mathematical models.
- Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
- Review research literature.
- Present the results of mathematical modeling and data analysis to management or other end users.
- 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.
- Track the flow of work forms, including in-house data flow or electronic forms transfer.
- Supervise the work of data management project staff.
- Contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.
- 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.
- Prepare project status reports by collecting, analyzing, and summarizing information and trends.
- Manage project execution to ensure adherence to budget, schedule, and scope.
- Confer with project personnel to identify and resolve problems.
- Monitor or track project milestones and deliverables.
- Submit project deliverables, ensuring adherence to quality standards.
- Assess current or future customer needs and priorities by communicating directly with customers, conducting surveys, or other methods.
- Initiate, review, or approve modifications to project plans.
- Schedule and facilitate meetings related to information technology projects.
- Direct or coordinate activities of project personnel.
- Develop implementation plans that include analyses such as cost-benefit or return on investment (ROI).
- Identify need for initial or supplemental project resources.
- Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.
- Perform risk assessments to develop response strategies.
- Identify, review, or select vendors or consultants to meet project needs.
- Develop and manage annual budgets for information technology projects.
- Establish and execute a project communication plan.
- Develop and manage work breakdown structure (WBS) of information technology projects.
- Monitor the performance of project team members, providing and documenting performance feedback.
- Coordinate recruitment or selection of project personnel.
- Assign duties, responsibilities, and spans of authority to project personnel.
- Negotiate with project stakeholders or suppliers to obtain resources or materials.
- Prepare project status reports by collecting, analyzing, and summarizing information and trends.
- Present technical information at conferences.
- Analyze product failure data and laboratory test results to determine causes of problems and develop solutions.
- Design and direct the testing or control of processing procedures.
- Monitor material performance, and evaluate its deterioration.
- Conduct or supervise tests on raw materials or finished products to ensure their quality.
- Evaluate technical specifications and economic factors relating to process or product design objectives.
- Modify properties of metal alloys, using thermal and mechanical treatments.
- Determine appropriate methods for fabricating and joining materials.
- Guide technical staff in developing materials for specific uses in projected products or devices.
- Review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.
- Supervise the work of technologists, technicians, and other engineers and scientists.
- Plan and implement laboratory operations to develop material and fabrication procedures that meet cost, product specification, and performance standards.
- Plan and evaluate new projects, consulting with other engineers and corporate executives, as necessary.
- Supervise production and testing processes in industrial settings, such as metal refining facilities, smelting or foundry operations, or nonmetallic materials production operations.
- Solve problems in a number of engineering fields, such as mechanical, chemical, electrical, civil, nuclear, and aerospace.
- Conduct training sessions on new material products, applications, or manufacturing methods for customers and their employees.
- Perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.
- Replicate the characteristics of materials and their components, using computers.
- Design processing plants and equipment.
- Write for technical magazines, journals, and trade association publications.
- Teach in colleges and universities.
- Present technical information at conferences.
- Conduct presentations of analytic findings.
- Validate known intelligence with data from other sources.
- Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.
- Evaluate records of communications, such as telephone calls, to plot activity and determine the size and location of criminal groups and members.
- Gather intelligence information by field observation, confidential information sources, or public records.
- Analyze intelligence data to identify patterns and trends in criminal activity.
- Prepare comprehensive written reports, presentations, maps, or charts, based on research, collection, and analysis of intelligence data.
- Collaborate with representatives from other government and intelligence organizations to share information or coordinate intelligence activities.
- Link or chart suspects to criminal organizations or events to determine activities and interrelationships.
- Establish criminal profiles to aid in connecting criminal organizations with their members.
- Identify gaps in information.
- Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools.
- Predict future gang, organized crime, or terrorist activity, using analyses of intelligence data.
- Study activities relating to narcotics, money laundering, gangs, auto theft rings, terrorism, or other national security threats.
- Study the assets of criminal suspects to determine the flow of money from or to targeted groups.
- Develop defense plans or tactics, using intelligence and other information.
- Interview, interrogate, or interact with witnesses or crime suspects to collect human intelligence.
- Prepare plans to intercept foreign communications transmissions.
- Study communication code languages or foreign languages to translate intelligence.
- Gather and evaluate information, using tools such as aerial photographs, radar equipment, or sensitive radio equipment.
- Operate cameras, radios, or other surveillance equipment to intercept communications or document activities.
- Make recommendations for investigations and subpoenas.
- Conduct presentations of analytic findings.
- Communicate project information through presentations, technical reports, or white papers.
- Communicate with staff or clients to understand specific system requirements.
- Investigate system component suitability for specified purposes, and make recommendations regarding component use.
- Provide customers or installation teams guidelines for implementing secure systems.
- Direct the analysis, development, and operation of complete computer systems.
- Direct the installation of operating systems, network or application software, or computer or network hardware.
- Monitor system operation to detect potential problems.
- Identify system data, hardware, or software components required to meet user needs.
- Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.
- Verify stability, interoperability, portability, security, or scalability of system architecture.
- Research, test, or verify proper functioning of software patches and fixes.
- Configure servers to meet functional specifications.
- Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.
- Design and conduct hardware or software tests.
- Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.
- Document design specifications, installation instructions, and other system-related information.
- Perform security analyses of developed or packaged software components.
- Provide technical guidance or support for the development or troubleshooting of systems.
- Define and analyze objectives, scope, issues, or organizational impact of information systems.
- Establish functional or system standards to address operational requirements, quality requirements, and design constraints.
- Develop system engineering, software engineering, system integration, or distributed system architectures.
- Provide advice on project costs, design concepts, or design changes.
- Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.
- Develop or approve project plans, schedules, or budgets.
- Train system users in system operation or maintenance.
- Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.
- Develop efficient and effective system controllers.
- Develop application-specific software.
- Communicate project information through presentations, technical reports, or white papers.
- Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.
- Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.
- Maintain or modify existing Geographic Information Systems (GIS) databases.
- 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.
- Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.
- 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.
- Interpret aerial or ortho photographs.
- Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.
- Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Confer with users to analyze, configure, or troubleshoot applications.
- Design, program, or model Geographic Information Systems (GIS) applications or procedures.
- Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.
- 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.
