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Automation Risk Analysis

Will “Research Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Research Assistant” 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 Assistant” 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

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

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

  • 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.

  • Educate staff in the use of mathematical models.

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

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

  • 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.

  • 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.

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

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

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

  • Review research literature.

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

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

Technologies & Software

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