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Automation Risk Analysis

Will “Technical Business Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Technical Business 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%

“Technical Business 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

  • Gather and organize information on problems or procedures.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

Technologies & Software

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