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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

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

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

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

  • Review research literature.

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

  • Educate staff in the use of mathematical models.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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  • Cisco IOS
  • Oracle Business Intelligence Enterprise Edition
  • Tabnine
  • Microsoft Office software
  • The MathWorks MATLAB
  • Mistral (Mistral AI)
  • Hyperion Solutions Hyperion Intelligence
  • v0 by Vercel
  • Amazon CodeWhisperer
  • Minitab
  • General algebraic modeling system GAMS
  • Microsoft PowerPoint
  • SAP software
  • LINDO Systems LINGO
  • Geographic information system GIS software
  • Sun Microsystems Java
  • Lovable.dev
  • Gemini Code Assist
  • Microsoft MapPoint
  • Apache Hive
  • Blackbaud The Raiser's Edge
  • Veritas NetBackup
  • ESRI ArcGIS software
  • McAfee
  • Extensible markup language XML
  • Microsoft SQL Server Reporting Services SSRS
  • FileMaker Pro
  • ChatGPT (OpenAI)
  • Wolfram Research Mathematica
  • Salesforce software
  • R
  • Microsoft Excel
  • Shell script
  • Business Forecast Systems Forecast Pro
  • Stanford Business Software SNOPT
  • StataCorp Stata
  • Bash
  • Scala
  • Tableau
  • Codeium
  • Claude (Anthropic)
  • Mesquite Software CSIM
  • Database software
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  • ILOG OPL-CPLEX Development System
  • Data entry software
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  • Apache Hadoop
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  • MySQL
  • A mathematical programming language AMPL
  • SAP Business Objects
  • C++
  • Structured query language SQL
  • Dassault Systemes CATIA
  • Mistral AI (chat/models)
  • Microsoft Access
  • Eko
  • Insightful S-PLUS
  • Job control language JCL
  • Google Docs
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  • Imagine That Extend OR
  • Wireshark
  • iGrafx
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  • Jupyter Notebook
  • UNIX
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  • Splunk Enterprise
  • Oracle Solaris
  • Bolt.new
  • Human resource management software HRMS
  • UNIX Shell
  • Microsoft Visual Basic
  • Strategic Reporting Systems ReportSmith
  • Qlik Tech QlikView
  • SAP PowerBuilder
  • Oracle Hyperion
  • Cursor AI
  • GitHub
  • IBM Notes
  • Perl
  • Mathsoft Mathcad
  • Mixed integer optimizer MINTO
  • GitHub Copilot
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  • LexisNexis
  • Telelogic System Architect
  • Swift
  • DeepSeek
  • Microsoft Visio
  • Linux
  • Oracle E-Business Suite Financials
  • Claritas PRIZM NE
  • Oracle Taleo
  • Apache Pig
  • Microsoft SQL Server
  • SAS
  • IBM Power Systems software
  • MicroStrategy
  • Google Antigravity
  • C
  • Hewlett Packard HP-UX
  • Google Slides
  • Oracle Eloqua
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft Exchange
  • Apple macOS
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  • Python
  • IBM SPSS Statistics
  • Google Drive
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