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Automation Risk Analysis

Will “Human Resource Analyst (HR Analyst)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Human Resource Analyst (HR 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%

“Human Resource Analyst (HR 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

  • 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.

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

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

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

  • Gather and organize information on problems or procedures.

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

  • 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.

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

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

Technologies & Software

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