Operations Research Analysts
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 0 of 17 tasks
No task in this role passes the screen.
Does not pass
Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 9.5% of the role's time · $993M
Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.
reason given most often: nobody can tell quickly whether it worked · 8.5% of the role's time · $885M
Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 7.6% of the role's time · $791M
Present the results of mathematical modeling and data analysis to management or other end users.
reason given most often: no existing check settles it · 7.4% of the role's time · $775M · waiting on a check
Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 7.1% of the role's time · $746M
Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 6.6% of the role's time · $692M
Specify manipulative or computational methods to be applied to models.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.1% of the role's time · $635M
Define data requirements, and gather and validate information, applying judgment and statistical tests.
reason given most often: nobody can tell quickly whether it worked · 6.0% of the role's time · $630M
Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 5.6% of the role's time · $584M
Develop and apply time and cost networks to plan, control, and review large projects.
reason given most often: nobody can tell quickly whether it worked, and a failure is too expensive · 5.5% of the role's time · $580M
Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.4% of the role's time · $567M
Prepare management reports defining and evaluating problems and recommending solutions.
reason given most often: no existing check settles it · 5.4% of the role's time · $563M
Analyze information obtained from management to conceptualize and define operational problems.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.9% of the role's time · $511M
Review research literature.
reason given most often: no existing check settles it · 4.2% of the role's time · $440M · waiting on a check
Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.8% of the role's time · $397M
Educate staff in the use of mathematical models.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.8% of the role's time · $395M
Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 2.7% of the role's time · $281M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Management of Companies and Enterprises | 11,770 | $1.2B | $0 | $0 |
| Credit Intermediation and Related Activities (5221 and 5223 only) | 10,760 | $1.0B | $0 | $0 |
| Management, Scientific, and Technical Consulting Services | 8320 | $965M | $0 | $0 |
| Computer Systems Design and Related Services | 8170 | $807M | $0 | $0 |
| Federal Executive Branch (OEWS Designation) | 5660 | $782M | $0 | $0 |
| Insurance Carriers | 6610 | $592M | $0 | $0 |
| Scientific Research and Development Services | 4140 | $456M | $0 | $0 |
| Colleges, Universities, and Professional Schools | 4790 | $368M | $0 | $0 |
| State Government, excluding Schools and Hospitals (OEWS Designation) | 4770 | $315M | $0 | $0 |
| Securities, Commodity Contracts, and Other Financial Investments and Related Activities | 2850 | $288M | $0 | $0 |