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Automation Risk Analysis

Will “Systems Consultant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Systems 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%

“Systems 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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

  • Review research literature.

  • 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.

Technologies & Software

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