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Automation Risk Analysis

Will “Management Consultant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Management Consultant” 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%

“Management Consultant” 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

  • 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.

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

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

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

  • 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.

  • Gather and organize information on problems or procedures.

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

Technologies & Software

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