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Automation Risk Analysis

Will “Researcher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Researcher” 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%

“Researcher” 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

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

  • Review research literature.

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

  • 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.

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

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

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

  • Educate staff in the use of mathematical models.

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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