Operations Research Analysts

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 4 (25%)
• AI can speed this up with extra software: 12 (75%)
• Little or no AI speed-up: 0 (0%)

• Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.AI can speed this up on its own · core task · Seen in real AI use
• Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.AI can speed this up on its own · core task · Seen in real AI use
• Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.AI can speed this up on its own · core task
• Specify manipulative or computational methods to be applied to models.AI can speed this up on its own · core task · Seen in real AI use
• Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.AI can speed this up with extra software · core task · Seen in real AI use
• Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.AI can speed this up with extra software · core task
• Present the results of mathematical modeling and data analysis to management or other end users.AI can speed this up with extra software · core task · Seen in real AI use
• Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.AI can speed this up with extra software · core task · Seen in real AI use
• Analyze information obtained from management to conceptualize and define operational problems.AI can speed this up with extra software · core task · Seen in real AI use
• Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.AI can speed this up with extra software · core task · Seen in real AI use
• Prepare management reports defining and evaluating problems and recommending solutions.AI can speed this up with extra software · core task · Seen in real AI use
• Define data requirements, and gather and validate information, applying judgment and statistical tests.AI can speed this up with extra software · core task · Seen in real AI use
• Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.AI can speed this up with extra software · core task · Seen in real AI use
• Educate staff in the use of mathematical models.AI can speed this up with extra software · core task
• Develop and apply time and cost networks to plan, control, and review large projects.AI can speed this up with extra software · core task · Seen in real AI use
• Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.AI can speed this up with extra software · supplemental task · Seen in real AI use