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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.

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

  • 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.

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

  • Review research literature.

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

  • 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.

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

  • 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.

  • 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.

  • Educate staff in the use of mathematical models.

Technologies & Software

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