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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

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

  • Review research literature.

  • Educate staff in the use of mathematical models.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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