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Automation Risk Analysis

Will “Research Technician (Research Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Research Technician (Research Tech)” 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 Technician (Research Tech)” 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

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

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

  • 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.

  • Educate staff in the use of mathematical models.

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

  • 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.

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

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

  • Review research literature.

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

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

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

  • 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.

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

Technologies & Software

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