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Automation Risk Analysis

Will “Management Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Management 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%

“Management 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

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

  • Gather and organize information on problems or procedures.

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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