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Automation Risk Analysis

Will “Process Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Process 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%

“Process 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

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

  • Educate staff in the use of mathematical models.

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

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

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

  • 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.

  • 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.

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

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

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

  • Review research literature.

  • 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.

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

Technologies & Software

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