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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

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

  • 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.

  • Educate staff in the use of mathematical models.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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