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Automation Risk Analysis

Will “Operations Research Scientist (Ops Research Scientist)” 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 Scientist (Ops Research Scientist)” 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 Scientist (Ops Research Scientist)” 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

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

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

  • Educate staff in the use of mathematical models.

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

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

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

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

  • Review research literature.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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