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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

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

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

  • Educate staff in the use of mathematical models.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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