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Automation Risk Analysis

Will “Methods Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Methods Analyst” 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%

“Methods Analyst” 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

  • 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.

  • 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.

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

  • Educate staff in the use of mathematical models.

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

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

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

  • 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.

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

  • Review research literature.

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

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

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

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

Technologies & Software

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