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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

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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

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

  • Review research literature.

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

  • Educate staff in the use of mathematical models.

Technologies & Software

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