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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

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

  • Review research literature.

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

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

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

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

  • Educate staff in the use of mathematical models.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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