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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

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

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

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

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

  • 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.

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

  • Educate staff in the use of mathematical models.

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

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

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

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

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

  • Review research literature.

Technologies & Software

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