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Automation Risk Analysis

Will “Administrative Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Administrative 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%

“Administrative 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

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

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

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

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

  • Gather and organize information on problems or procedures.

  • 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.

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

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

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