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Automation Risk Analysis

Will “Business Systems Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #182 of 702. Estimated risk: 13.0%

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AI Exposure Risk

57%

“Business Systems 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%

“Business Systems 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.

  • 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.

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

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

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

  • Gather and organize information on problems or procedures.

  • 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.

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

  • Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

Technologies & Software

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