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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

  • Educate staff in the use of mathematical models.

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

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

  • Review research literature.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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