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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

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

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

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

  • Gather and organize information on problems or procedures.

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

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

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

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

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

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

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

Technologies & Software

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