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O*NET detailed work activityAnalyze data to identify trends or relationships among variables
AI-assistCrunch the numbers
19 jobs27 tasks
AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.
Part of Analyze scientific or applied data using mathematical principles, under the O*NET work activity group Analyzing Data or Information. Individual tasks below can carry a different label when their own wording calls for it (6 AI-ready, 19 AI-assist, 2 stays human).
Tasks built on this activity
- Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.
- Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
- Assess the identity, strength, or purity of medications.
- Identify relationships and trends in data, as well as any factors that could affect the results of research.
- Program and use computers to store, process, and analyze data.
- Assemble sets of assumptions, and explore the consequences of each set.
- Create, analyze, report, convert, or transfer data, using specialized applications program software.
- Identify relationships and trends or any factors that could affect the results of research.
- Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
- Draw conclusions or make predictions, based on data summaries or statistical analyses.
- Perform computations and apply methods of numerical analysis to data.
- Interpret aerial or ortho photographs.
- Develop or implement data analysis algorithms.
- Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.
- Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
- Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
- Analyze incident data to identify trends in injuries, illnesses, accidents, or other hazards.
- Conduct historical analyses of test results.
- Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.
- Construct probability tables for events such as fires, natural disasters, and unemployment, based on analysis of statistical data and other pertinent information.
- Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
Tasks where it is part of the work
- Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.
- Prepare project status reports by collecting, analyzing, and summarizing information and trends.
- Identify groups at risk for specific preventable diseases or injuries.
- Analyze information from traffic counting programs.
- Reconstruct crime scenes to determine relationships among pieces of evidence.