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Automation Risk Analysis

Will “Analytics Consultant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Analytics Consultant” 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%

“Analytics Consultant” 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.

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

  • 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.

  • Review research literature.

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

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