Management Analysts
- Typical entry education
- Bachelor's degree
- Related work experience
- Less than 5 years
- Typical on-the-job training
- None
Approved comparison
Management Analysts vs. Operations Research Analysts
A structured comparison of two occupations. The data makes differences visible; it does not select a universal winner.
Management Analysts median wage, 2025
$101,860
Operations Research Analysts median wage, 2025
$88,940
Separate signals
What the evidence says
Projected change and relative AI exposure describe different dimensions of work. Read them together without turning either into a personal forecast.
Labor market
- Projected employment change, 2025–2035
- 10.1% vs. 11.9%
- Annual average openings, 2025–2035
- 94,100 vs. 7,500
Relative AI exposure
Management Analysts: Very high
Operations Research Analysts: Very high
These are BLS relative categories, not automation probabilities or employment forecasts.
Preparation
What entry may require
These source fields describe typical entry preparation for an occupation, not a guarantee or a complete list of local requirements.
Operations Research Analysts
- Typical entry education
- Bachelor's degree
- Related work experience
- None
- Typical on-the-job training
- None
Where they overlap
Shared O*NET skill names in these records include Reading Comprehension, Active Listening, Writing, Speaking, Mathematics, Science.
Shared work activities
Getting Information, Monitoring Processes, Materials, or Surroundings, Identifying Objects, Actions, and Events, Inspecting Equipment, Structures, or Materials, Estimating the Quantifiable Characteristics of Products, Events, or Information, Judging the Qualities of Objects, Services, or People.
Where they differ
Management Analysts representative tasks
- Gather and organize information on problems or procedures.
- Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.
- Analyze data gathered and develop solutions or alternative methods of proceeding.
Operations Research Analysts representative tasks
- 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.
Questions to consider
- Which daily tasks fit the kind of work you want to do?
- What education, experience, or licensing gaps need verification?
- How do pay and projected change compare in the same source period?
- What does relative AI exposure leave unanswered about each role?
Ask JobShift
Ask Dr. Morgan Reed about this evidence
Morgan is the JobShift Atlas analyst powered by AI. Answers draw from the evidence on this page and explain what it can tell you.
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