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Automation Risk Analysis

Will “Performance 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%

“Performance 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%

“Performance 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.

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

  • Gather and organize information on problems or procedures.

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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