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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

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

  • 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 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.

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

  • 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.

  • Review research literature.

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

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

  • 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.

  • 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.

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

Technologies & Software

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