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Automation Risk Analysis

Will “Research Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Research Specialist” 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 Specialist” 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

  • 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.

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

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

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

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

  • Educate staff in the use of mathematical models.

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

  • 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.

  • Review research literature.

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

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

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

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

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

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

Technologies & Software

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