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Automation Risk Analysis

Will “Forms Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Forms 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%

“Forms 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

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

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

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

  • Review research literature.

  • 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.

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

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

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

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

  • Educate staff in the use of mathematical models.

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

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

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

  • 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.

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

Technologies & Software

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