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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

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

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

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

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

  • 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.

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

  • 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.

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

  • Gather and organize information on problems or procedures.

Technologies & Software

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