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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

  • 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.

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

  • Educate staff in the use of mathematical models.

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

  • 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.

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

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

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

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

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

  • Review research literature.

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

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

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

Technologies & Software

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