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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

  • 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.

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

  • Review research literature.

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

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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