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Automation Risk Analysis

Will “Operations Support Specialist (Ops Support Specialist)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Operations Support Specialist (Ops Support Specialist)” 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%

“Operations Support Specialist (Ops Support Specialist)” 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

  • Review research literature.

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

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

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

  • Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.

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

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

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

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

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

  • Educate staff in the use of mathematical models.

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

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

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

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

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

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

Technologies & Software

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