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Automation Risk Analysis

Will “Standards Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Standards 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%

“Standards 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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

  • Review research literature.

  • Educate staff in the use of mathematical models.

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

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

Technologies & Software

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