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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

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

  • 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.

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

  • Review research literature.

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

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

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

  • 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.

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

  • 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.

  • Educate staff in the use of mathematical models.

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

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

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

Technologies & Software

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