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Automation Risk Analysis

Will “Industrial Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Industrial 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Industrial 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 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Management Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.

Avg. Annual Salary $114,710
Avg. Hourly Wage $55.15
Available Jobs (US) 893,900
Job Title & Hierarchy Code (SOC) Management Analysts #13-1111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Management Analysts”

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Core Skills & Abilities

  • Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

  • Recommend purchase of storage equipment and design area layout to locate equipment in space available.

  • Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.

  • Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.

  • Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.

  • Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.

  • Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.

  • Design, evaluate, recommend, and approve changes of forms and reports.

  • Gather and organize information on problems or procedures.

  • Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.

  • Analyze data gathered and develop solutions or alternative methods of proceeding.

Technologies & Software

  • Amazon Redshift
  • Microsoft SQL Server Integration Services SSIS
  • Oracle Hyperion
  • Atlassian JIRA
  • Eclipse IDE
  • IBM Cognos ReportNet
  • Quest Erwin Data Modeler
  • Microsoft Power BI
  • Extensible hypertext markup language XHTML
  • Oracle Agile Product Lifecycle Management PLM
  • Microsoft OneNote
  • KornShell
  • Microsoft Project
  • Alteryx AI
  • Enterprise JavaBeans
  • Perl
  • SAS
  • IBM Power Systems software
  • Google Slides
  • Salesforce software
  • Apache Ant
  • Advanced business application programming ABAP
  • Microsoft Word
  • Apache Groovy
  • Napkin AI
  • Tableau
  • Go
  • Virtual private networking VPN software
  • Oracle WebLogic Server
  • 3M Post-it App
  • Microsoft Visual Basic Scripting Edition VBScript
  • NoSQL
  • Apache Spark
  • Healthcare common procedure coding system HCPCS
  • MongoDB
  • Information Builders WebFOCUS
  • Gemini for Workspace
  • Integrated development environment IDE software
  • Node.js
  • Atlassian Confluence
  • SAP Crystal Reports
  • Microsoft Visual Basic for Applications VBA
  • Adobe ActionScript
  • Oracle PL/SQL
  • MySQL
  • Oracle Fusion Applications
  • Microsoft Windows
  • R
  • Microsoft Copilot
  • StataCorp Stata
  • Slido interaction software
  • Apache Struts
  • Hewlett Packard LoadRunner
  • Microsoft Exchange
  • Red Hat WildFly
  • Microsoft SharePoint
  • Scala
  • Jupyter Notebook
  • Planful AI
  • Backbone.js
  • Microsoft SQL Server
  • Red Hat Enterprise Linux
  • UNIX
  • Oracle Business Intelligence Publisher
  • Wireshark
  • Ansible software
  • Human resource management software HRMS
  • Nagios
  • Oracle PeopleSoft
  • Common business oriented language COBOL
  • Database software
  • Apache Hadoop
  • Amazon Elastic Compute Cloud EC2
  • Atlassian Bamboo
  • IBM WebSphere
  • Google Analytics
  • Transact-SQL
  • Microsoft Visual Studio
  • Apache Maven
  • Qlik Tech QlikView
  • Microsoft PowerPoint
  • Microsoft Active Server Pages ASP
  • Microsoft Outlook
  • The MathWorks MATLAB
  • Oracle JD Edwards EnterpriseOne
  • Mentimeter
  • Microsoft ASP.NET
  • Oracle PeopleSoft Financials
  • Marketo Marketing Automation
  • Bash
  • Medical condition coding software
  • Extensible markup language XML
  • ESRI ArcGIS software
  • GitHub
  • SmugMug Flickr
  • Adobe InDesign
  • Ubuntu
  • Shell script
  • Microsoft SQL Server Reporting Services SSRS
  • ChatGPT (OpenAI)
  • DeepSeek
  • Microsoft Office software
  • Apache Hive
  • MEDITECH software
  • Airtable
  • Oracle Database
  • Apache Tomcat
  • Linux
  • Llama (Meta)
  • Microsoft Team Foundation Server
  • Oracle Primavera Enterprise Project Portfolio Management
  • FileMaker Pro
  • Microsoft Publisher
  • Oracle Solaris
  • Google Drive
  • JavaScript Object Notation JSON
  • Oracle JDBC
  • Blackbaud The Raiser's Edge
  • IBM Cognos Impromptu
  • Hypertext markup language HTML
  • Nova (Amazon)
  • IBM SPSS Statistics
  • DataRobot
  • Delphi Technology
  • Relational database management software
  • Python
  • Microsoft Visio
  • Web browser software
  • Dynamic hypertext markup language DHTML
  • Swift
  • Oracle E-Business Suite Financials
  • Drupal
  • AJAX
  • Microsoft Teams
  • Gemini (Google)
  • Trimble SketchUp Pro
  • Apache Solr
  • Skype
  • LinkedIn
  • Apache HTTP Server
  • IBM Rational RequisitePro
  • Git
  • Microsoft Business Intelligence BI
  • LexisNexis
  • Splunk Enterprise
  • Structured query language SQL
  • Google Angular
  • Perplexity AI
  • Geographic information system GIS software
  • Blackboard software
  • Apache Kafka
  • LogMeIn GoToMeeting
  • Spring Framework
  • Tax software
  • Microsoft ActiveX
  • Screencastify
  • Ext JS
  • NetSuite ERP
  • Adobe Dreamweaver
  • IBM InfoSphere DataStage
  • Microsoft PowerShell
  • Eko
  • Citrix cloud computing software
  • VMware
  • Ruby on Rails
  • Hewlett Packard HP-UX
  • Microsoft Excel
  • Oracle Business Intelligence Enterprise Edition
  • Ruby
  • Adobe Acrobat
  • Puppet
  • Apple macOS
  • PHP
  • jQuery
  • Microsoft Access
  • Apache Cassandra
  • Chef
  • Microsoft Dynamics
  • Oracle Eloqua
  • Amazon Web Services AWS software
  • Alteryx software
  • Microsoft Azure software
  • Ceridian Dayforce enterprise HCM
  • C#
  • Claude (Anthropic)
  • Fund accounting software
  • PostgreSQL
  • Google Docs
  • Customer information control system CICS
  • Meta Business AI
  • Elasticsearch
  • JavaScript
  • Salesforce Visualforce
  • C++
  • Oracle Taleo
  • JUnit
  • NortonLifeLock cybersecurity software
  • Oracle JavaServer Pages JSP
  • Mistral (Mistral AI)
  • McAfee
  • Sage 50 Accounting
  • C
  • MicroStrategy
  • Microsoft Dynamics GP
  • Microsoft .NET Framework
  • SAP software
  • Qwen (Alibaba)
  • Unified modeling language UML
  • SAP Business Objects
  • Microsoft Visual Basic
  • IBM Notes
  • Minitab
  • Job control language JCL
  • Supervisory control and data acquisition SCADA software
  • Cascading style sheets CSS
  • IBM Domino
  • Grok (xAI)
  • Dropbox
  • Google Meet
  • Selenium
  • MicroFocus GroupWise
  • Hibernate ORM
  • Kimi (Moonshot AI)
  • Tableau AI
  • Veritas NetBackup
  • Apache Subversion SVN
  • Epic Systems
  • Medical procedure coding software
  • Cisco Webex
  • Oracle Java
  • Teradata Database
  • Apache Pig
  • Perforce Helix software
  • Microsoft ASP.NET Core MVC
  • ADP Workforce Now
  • Liquid crystal display LCD video projectors
  • Desktop computers
  • Laptop computers
  • Personal computers
  • Universal serial bus USB flash drives