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Automation Risk Analysis

Will “Research Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Research Associate” 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 Associate” 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

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

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

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

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

  • 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.

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

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

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

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

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

  • Review research literature.

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

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

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

  • Educate staff in the use of mathematical models.

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

Technologies & Software

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