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Automation Risk Analysis

Will “Operations Research Analyst (Ops Research Analyst)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Operations Research Analyst (Ops Research Analyst)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

23%

“Operations Research Analyst (Ops Research Analyst)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 23% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Operations Research Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.

Avg. Annual Salary $99,120
Avg. Hourly Wage $47.66
Available Jobs (US) 107,760
Job Title & Hierarchy Code (SOC) Operations Research Analysts #15-2031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Operations Research Analysts”

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Core Skills & Abilities

  • Analyze information obtained from management to conceptualize and define operational problems.

  • Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.

  • Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.

  • Develop and apply time and cost networks to plan, control, and review large projects.

  • Specify manipulative or computational methods to be applied to models.

  • Define data requirements, and gather and validate information, applying judgment and statistical tests.

  • Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.

  • Review research literature.

  • Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.

  • Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.

  • Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.

  • Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.

  • Present the results of mathematical modeling and data analysis to management or other end users.

  • Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.

  • Educate staff in the use of mathematical models.

  • Prepare management reports defining and evaluating problems and recommending solutions.

  • Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.

Technologies & Software

  • Apache Pig
  • LINDO Systems LINGO
  • Oracle Business Intelligence Enterprise Edition
  • Google Slides
  • Data entry software
  • Microsoft Excel
  • StataCorp Stata
  • v0 by Vercel
  • SAP PowerBuilder
  • Kimi (Moonshot AI)
  • Microsoft PowerPoint
  • Amazon Redshift
  • Blackbaud The Raiser's Edge
  • DeepSeek
  • Tableau
  • Microsoft Power BI
  • C
  • The MathWorks MATLAB
  • ESRI ArcExplorer
  • Gemini (Google)
  • Jupyter Notebook
  • Qwen (Alibaba)
  • Oracle Taleo
  • Shell script
  • Microsoft Word
  • Claude (Anthropic)
  • Hyperion Solutions Hyperion Intelligence
  • IBM Power Systems software
  • Database software
  • Fund accounting software
  • Perl
  • A mathematical programming language AMPL
  • GitHub Copilot
  • Bolt.new
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • Microsoft SQL Server Reporting Services SSRS
  • SAP Crystal Reports
  • Geographic information system GIS software
  • Microsoft Access
  • Amazon CodeWhisperer
  • FileMaker Pro
  • Grok (xAI)
  • MathWorks Simulink
  • IBM Domino
  • Imagine That Extend OR
  • Microsoft Visual Basic for Applications VBA
  • SAS
  • Dassault Systemes CATIA
  • Scala
  • Oracle JD Edwards EnterpriseOne
  • Linux
  • Stanford Business Software MINOS
  • ILOG OPL-CPLEX Development System
  • McAfee
  • Oracle E-Business Suite Financials
  • Microsoft Visio
  • Devin (Cognition AI)
  • UNIX
  • Marketo Marketing Automation
  • Microsoft Office software
  • Rockwell Automation Arena
  • LexisNexis
  • Oracle PeopleSoft
  • Mistral AI (chat/models)
  • Mesquite Software CSIM
  • Wireshark
  • ProModel
  • Salesforce software
  • IBM Notes
  • R
  • Microsoft Outlook
  • Insightful S-PLUS
  • Structured query language SQL
  • Microsoft Visual Basic
  • iGrafx
  • Microsoft SQL Server
  • Telelogic System Architect
  • Llama (Meta)
  • Microsoft MapPoint
  • Microsoft Visual Basic Scripting Edition VBScript
  • Cursor AI
  • General algebraic modeling system GAMS
  • Human resource management software HRMS
  • Oracle Eloqua
  • Oracle Solaris
  • Qlik Tech QlikView
  • Minitab
  • Perplexity AI
  • Strategic Reporting Systems ReportSmith
  • Microsoft Project
  • C++
  • IBM SPSS Statistics
  • National Instruments LabVIEW
  • Python
  • Mathsoft Mathcad
  • Microsoft SharePoint
  • MySQL
  • Cisco IOS
  • GitHub
  • Oracle Hyperion
  • ESRI ArcGIS software
  • Mixed integer optimizer MINTO
  • Apple macOS
  • Claritas PRIZM NE
  • Tabnine
  • Business Forecast Systems Forecast Pro
  • Google Antigravity
  • Nova (Amazon)
  • Stanford Business Software SNOPT
  • Gemini Code Assist
  • Codeium
  • UNIX Shell
  • Apache Hive
  • MicroStrategy
  • Lovable.dev
  • Microsoft Dynamics
  • Google Drive
  • Citrix cloud computing software
  • Splunk Enterprise
  • Swift
  • NetSuite ERP
  • Eko
  • Microsoft Exchange
  • Apache Hadoop
  • Teradata Database
  • Sun Microsystems Java
  • Wolfram Research Mathematica
  • Extensible markup language XML
  • Veritas NetBackup
  • Bash
  • IBM Cognos Impromptu
  • Job control language JCL
  • Google Docs
  • Hewlett Packard HP-UX
  • SAP software
  • SAP Business Objects
  • Mainframe computers
  • Personal computers
  • Desktop computers
  • Laptop computers