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Automation Risk Analysis

Will “Liaison Planner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #117 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Liaison Planner” 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%

“Liaison Planner” 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

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

  • 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.

  • Review research literature.

  • Educate staff in the use of mathematical models.

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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