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Automation Risk Analysis

Will “Business 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%

“Business 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%

“Business 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

  • Educate staff in the use of mathematical models.

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

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

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

  • 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.

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

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

  • Review research literature.

  • 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.

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

  • 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.

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

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

Technologies & Software

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