- Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
Occupations with related tasks Save Table: XLSX CSV
- Test changes to database applications or systems.
- Test programs or databases, correct errors, and make necessary modifications.
- Modify existing databases and database management systems or direct programmers and analysts to make changes.
- Select and enter codes to monitor database performance and to create production databases.
- Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
- Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
- Plan and install upgrades of database management system software to enhance database performance.
- Specify users and user access levels for each segment of database.
- Train users and answer questions.
- Provide technical support to junior staff or clients.
- Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.
- Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.
- Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.
- Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.
- Review procedures in database management system manuals to make changes to database.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.
- Revise company definition of data as defined in data dictionary.
- Test changes to database applications or systems.
- Test programs or databases, correct errors, and make necessary modifications.
- Modify existing databases and database management systems or direct programmers and analysts to make changes.
- Select and enter codes to monitor database performance and to create production databases.
- Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
- Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Maintain or modify existing Geographic Information Systems (GIS) databases.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Maintain or modify existing Geographic Information Systems (GIS) databases.
- 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.
- Process clinical data, including receipt, entry, verification, or filing of information.
- Prepare appropriate formatting to data sets as requested.
- Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.
- Design and validate clinical databases, including designing or testing logic checks.
- 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.
- 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.
- 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.
- Process clinical data, including receipt, entry, verification, or filing of information.
- Prepare appropriate formatting to data sets as requested.
- Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.
- Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
- Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.
- Assist in the assessment, acquisition, or deployment of new electronic document management systems.
- Assist in determining document management policies to facilitate efficient, legal, and secure access to electronic content.
- Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.
- Develop, document, or maintain standards, best practices, or system usage procedures.
- Administer document and system access rights and revision control to ensure security of system and integrity of master documents.
- Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.
- Write, review, or execute plans for testing new or established document management systems.
- Monitor regulatory activity to maintain compliance with records and document management laws.
- Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.
- Keep abreast of developments in document management technologies and techniques by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
- Conduct needs assessments to identify document management requirements of departments or end users.
- Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.
- Document technical functions and specifications for new or proposed content management systems.
- Exercise security surveillance over document processing, reproduction, distribution, storage, or archiving.
- Consult with end users regarding problems in accessing electronic content.
- Propose recommendations for improving content management system capabilities.
- Operate data capture technology to import digitized documents into document management system.
- Prepare support documentation and training materials for end users of document management systems.
- Search electronic sources, such as databases or repositories, or manual sources for information.
- Implement scanning or other automated data entry procedures, using imaging devices and document imaging software.
- Analyze, interpret, or disseminate system performance data.
- Assist in the development of document or content classification taxonomies to facilitate information capture, search, and retrieval.
- Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.
- Assist in the assessment, acquisition, or deployment of new electronic document management systems.
- Demonstrate database technical functionality, such as performance, security and reliability.
- Test programs or databases, correct errors, and make necessary modifications.
- Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
- Develop and document database architectures.
- Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
- Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
- Design databases to support business applications, ensuring system scalability, security, performance, and reliability.
- Develop data models for applications, metadata tables, views or related database structures.
- 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.
- Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.
- Create and enforce database development standards.
- Document and communicate database schemas, using accepted notations.
- Develop data model describing data elements and their use, following procedures and using pen, template or computer software.
- Work as part of a project team to coordinate database development and determine project scope and limitations.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Set up database clusters, backup, or recovery processes.
- Develop load-balancing processes to eliminate down time for backup processes.
- Plan and install upgrades of database management system software to enhance database performance.
- Identify and correct deviations from database development standards.
- Review project requests describing database user needs to estimate time and cost required to accomplish project.
- Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions.
- Develop or maintain archived procedures, procedural codes, or queries for applications.
- Provide technical support to junior staff or clients.
- Establish and calculate optimum values for database parameters, using manuals and calculators.
- Train users and answer questions.
- Demonstrate database technical functionality, such as performance, security and reliability.
- Test programs or databases, correct errors, and make necessary modifications.
- Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
- Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
- Process large amounts of data for statistical modeling and graphic analysis, using computers.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
- Develop and test experimental designs, sampling techniques, and analytical methods.
- Identify relationships and trends in data, as well as any factors that could affect the results of research.
- Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
- Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
- Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
- Evaluate sources of information to determine any limitations, in terms of reliability or usability.
- Develop software applications or programming for statistical modeling and graphic analysis.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.
- Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.
- Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
- Supervise and provide instructions for workers collecting and tabulating data.
- Prepare and structure data warehouses for storing data.
- Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
- Process large amounts of data for statistical modeling and graphic analysis, using computers.
- Monitor database performance and perform any necessary maintenance, upgrades, or repairs.
- Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.
- Package bioinformatics data for submission to public repositories.
- Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.
- Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
- Maintain awareness of new and emerging computational methods and technologies.
- Conduct quality analyses of data inputs and resulting analyses or predictions.
- Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.
- Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities.
- Participate in the preparation of reports or scientific publications.
- Write computer programs or scripts to be used in querying databases.
- Document all database changes, modifications, or problems.
- Create data management or error-checking procedures and user manuals.
- Develop or apply data mining and machine learning algorithms.
- Design or implement web-based tools for querying large-scale biological databases.
- Confer with database users about project timelines and changes.
- Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.
- Train bioinformatics staff or researchers in the use of databases.
- Test new or updated software or tools and provide feedback to developers.
- Monitor database performance and perform any necessary maintenance, upgrades, or repairs.
- Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.
- Package bioinformatics data for submission to public repositories.
- Clean and manipulate raw data using statistical software.
- 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.
- Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
- 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.
- 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.
- Clean and manipulate raw data using statistical software.
- Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
- Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
- Develop or direct software system testing or validation procedures, programming, or documentation.
- Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.
- Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.
- Prepare reports or correspondence concerning project specifications, activities, or status.
- Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
- Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.
- Determine system performance standards.
- Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
- Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.
- Monitor functioning of equipment to ensure system operates in conformance with specifications.
- Coordinate installation of software system.
- Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.
- Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.
- Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.
- Train users to use new or modified equipment.
- Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
- Code data in preparation for computer entry.
- Design and create special programs for tasks such as statistical analysis and data entry and cleaning.
- Provide assistance with the preparation of project-related reports, manuscripts, and presentations.
- Prepare tables, graphs, fact sheets, and written reports summarizing research results.
- Perform descriptive and multivariate statistical analyses of data, using computer software.
- Verify the accuracy and validity of data entered in databases, correcting any errors.
- Develop and implement research quality control procedures.
- Prepare, manipulate, and manage extensive databases.
- Perform data entry and other clerical work as required for project completion.
- Conduct internet-based and library research.
- Present research findings to groups of people.
- Obtain informed consent of research subjects or their guardians.
- Administer standardized tests to research subjects, or interview them to collect research data.
- Recruit and schedule research participants.
- Screen potential subjects to determine their suitability as study participants.
- Track research participants, and perform any necessary follow-up tasks.
- Edit and submit protocols and other required research documentation.
- Track laboratory supplies and expenses such as participant reimbursement.
- Provide assistance in the design of survey instruments such as questionnaires.
- Supervise the work of survey interviewers.
- Perform needs assessments or consult with clients to determine the types of research and information required.
- Allocate and manage laboratory space and resources.
- Write grant proposals.
- Code data in preparation for computer entry.
