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Automation Risk Analysis

Will “Programmer Analyst” be Automated?

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AI Exposure Risk

55%

“Programmer 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Programmer Analyst” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Consult with management to ensure agreement on system principles.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

  • Train staff and users to work with computer systems and programs.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

  • Recommend new equipment or software packages.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Expand or modify system to serve new purposes or improve work flow.

  • Determine computer software or hardware needed to set up or alter systems.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

Technologies & Software

  • Microsoft ASP.NET Core MVC
  • Supervisory control and data acquisition SCADA software
  • Microsoft Power BI
  • Customer information control system CICS
  • Symantec Visual Cafe
  • Microsoft SQL Server Integration Services SSIS
  • React
  • JavaScript
  • Adobe Photoshop
  • Extensible hypertext markup language XHTML
  • Operating system software
  • Microsoft Project
  • Wireshark
  • Backbone.js
  • Unit testing software
  • Qwen (Alibaba)
  • Adobe Illustrator
  • OrCAD Capture
  • IBM Notes
  • SAP Crystal Reports
  • Oracle E-Business Suite Financials
  • Patch and update management software
  • Bolt.new
  • Job control language JCL
  • Microsoft PowerPoint
  • Mutation testing software
  • Structured query language SQL
  • Oracle PL/SQL
  • AJAX
  • Systems and application deployment and migration software
  • Llama (Meta)
  • Healthcare common procedure coding system HCPCS
  • Tax software
  • v0 by Vercel
  • Common business oriented language COBOL
  • Version control software
  • Lovable.dev
  • SpectraQuest
  • Recovery testing software
  • Virtual private networking VPN software
  • Atlassian JIRA
  • Automated installation software
  • Hypertext markup language HTML
  • IBM WebSphere
  • Diagramming software
  • Amazon Web Services AWS CloudFormation
  • SAS
  • Veritas NetBackup
  • Microsoft Visual FoxPro
  • Active directory software
  • Microsoft PowerShell
  • Oracle Fusion Applications
  • Salesforce software
  • Swift
  • Oracle JDBC
  • Enterprise JavaBeans
  • Claude (Anthropic)
  • Microsoft .NET Framework
  • VMware
  • Tableau
  • Oracle PeopleSoft
  • Time sharing option TSO software
  • Cascading style sheets CSS
  • Oracle Java
  • Medical condition coding software
  • Formula translation/translator FORTRAN
  • Symantec pcAnywhere
  • Splunk Enterprise
  • Grok (xAI)
  • Apache Hive
  • McAfee
  • KornShell
  • Shell script
  • InstallShield
  • Epic Systems
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle SQL Developer
  • Amazon Simple Storage Service S3
  • Google Antigravity
  • Load testing software
  • PHP
  • Python
  • Requirements management software
  • Microsoft ActiveX
  • Microsoft Windows
  • The MathWorks MATLAB
  • Microsoft Windows Server
  • Oracle WebLogic Server
  • Flow chart software
  • Functional testing software
  • Microsoft Office software
  • IBM DB2
  • Citrix cloud computing software
  • Human resource management software HRMS
  • Oracle Primavera Enterprise Project Portfolio Management
  • Oracle Master Data Management MDM Suite
  • Quest Erwin Data Modeler
  • Node.js
  • Ruby on Rails
  • Personal computer diagnostic software
  • MEDITECH software
  • IBM SPSS Statistics
  • Perplexity AI
  • AcmeStudio
  • Teradata Database
  • IBM Rational ClearCase
  • Geographic information system GIS software
  • Distributed component object model DCOM software
  • Go
  • Atlassian Confluence
  • Usability testing software
  • C#
  • NortonLifeLock cybersecurity software
  • Mistral AI (chat/models)
  • Dynamic hypertext markup language DHTML
  • Ubuntu
  • System and data disaster recovery software
  • SAP software
  • GitHub
  • Red Hat WildFly
  • JavaScript Object Notation JSON
  • Snort
  • Advanced business application programming ABAP
  • Apache Tomcat
  • Application management software
  • Microsoft Visual Basic.NET
  • Software distribution software
  • IBM Power Systems software
  • Blackboard software
  • Informatica Corporation PowerCenter
  • Apple macOS
  • Apache Cassandra
  • Red Hat OpenShift
  • Django
  • Dassault Systemes CATIA
  • Apache Pig
  • Unified modeling language UML
  • Fund accounting software
  • Microsoft Visual Studio
  • Cisco Systems CiscoWorks
  • WebFOCUS
  • Oracle Business Intelligence Enterprise Edition
  • Migration testing software
  • Apache Ant
  • NetSuite ERP
  • Skype
  • Apache Hadoop
  • Business intelligence system software
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • Dynamic analysis software
  • Defect tracking software
  • YouTube
  • Amazon Web Services AWS software
  • Microsoft Azure software
  • Blackbaud The Raiser's Edge
  • Electronic design automation EDA software
  • Amazon CodeWhisperer
  • Regression testing software
  • Mistral (Mistral AI)
  • Web server software
  • LAMP Stack
  • Microsoft Active Server Pages ASP
  • Eclipse IDE
  • NoSQL
  • Embarcadero JBuilder
  • Ansible software
  • Perl
  • ServiceNow
  • Oracle Cloud software
  • Scala
  • Hewlett Packard LoadRunner
  • Test implementation software
  • Cisco Webex
  • Apache Subversion SVN
  • MicroStrategy
  • Microsoft Excel
  • Adobe ColdFusion
  • Static analysis software
  • Apache HTTP Server
  • Transact-SQL
  • Apache Kafka
  • Minitab
  • UNIX
  • Network intrusion prevention systems NIPS
  • StataCorp Stata
  • Amazon DynamoDB
  • Microsoft Visual Basic Scripting Edition VBScript
  • JUnit
  • FileMaker Pro
  • HyperSpace
  • IBM Domino
  • Smalltalk
  • Selenium
  • Adobe Flex
  • Gemini Code Assist
  • Delphi Technology
  • Structure prediction software
  • Google Angular
  • Computer aided design and drafting CADD software
  • Microsoft ASP.NET
  • Amazon Elastic Compute Cloud EC2
  • Security testing software
  • ADP Workforce Now
  • Apache Struts
  • Microsoft Visual Basic
  • Sun Microsystems Sun ONE
  • Slido interaction software
  • Verilog
  • Eiffel
  • Nagios
  • ESRI ArcGIS software
  • Adobe Acrobat
  • Gemini (Google)
  • Microsoft Dynamics GP
  • MySQL
  • R
  • IBM Rational Rose XDE
  • Access management software
  • Oracle Solaris
  • Microsoft Outlook
  • LexisNexis
  • Adobe ActionScript
  • Google Docs
  • Oracle Business Intelligence Suite
  • Oracle Fusion Middleware
  • Apache Solr
  • Oracle PeopleSoft Financials
  • Nova (Amazon)
  • Oracle Hyperion
  • Microsoft SQL Server
  • IBM InfoSphere DataStage
  • SAP ERP
  • Tabnine
  • DeepSeek
  • jQuery
  • Drupal
  • Microsoft Visio
  • Hewlett Packard HP-UX
  • Stac Software ReachOut
  • Component object model COM software
  • Kimi (Moonshot AI)
  • Perforce Helix software
  • Slack
  • Microsoft Word
  • ChatGPT (OpenAI)
  • Microsoft SharePoint
  • Help desk software
  • Apache Groovy
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Internet Information Services (IIS)
  • Objective C
  • Relational database management software
  • Rapide
  • SAP Business Objects
  • CrossTec NetOp Remote Control
  • Oracle Eloqua
  • 3M Post-it App
  • Red Hat Enterprise Linux
  • Element management software
  • Docker
  • Stress testing software
  • Jupyter Notebook
  • Cost estimating software
  • Microsoft Exchange
  • Omni Group OmniGraffle
  • Virus scanning software
  • Test design software
  • Ext JS
  • National Instruments LabVIEW
  • Puppet
  • J
  • Microsoft Team Foundation Server
  • Cursor AI
  • Git
  • Integrated development environment IDE software
  • C++
  • Oracle JavaServer Pages JSP
  • Wise Solutions Wise for Windows Installer
  • Ruby
  • MongoDB
  • Microsoft Visual Basic for Applications VBA
  • Popkin System Architect
  • Spring Framework
  • Extensible markup language XML
  • Amazon Redshift
  • System testing software
  • Database software
  • Integration testing software
  • Oracle Application Server
  • Chef
  • Elasticsearch
  • Linux
  • Marketo Marketing Automation
  • SAP Adaptive Server Enterprise
  • Interoperability testing software
  • Bash
  • Hibernate ORM
  • C
  • Medical procedure coding software
  • Microsoft Dynamics
  • Atlassian Bamboo
  • Oracle Database
  • UNIX Shell
  • SAP NetWeaver
  • Google Analytics
  • IBM Cognos Impromptu
  • IBM Rational ClearQuest
  • Remote control software
  • Voice over internet protocol VoIP system software
  • Microsoft Teams
  • Apache Maven
  • Apache Spark
  • Software asset management SAM software
  • Microsoft Publisher
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Blink
  • Oracle Taleo
  • Adobe Dreamweaver
  • Microsoft Access
  • GitHub Copilot
  • SAP Master Data Management MDM
  • IBM Rational PurifyPlus
  • Spring Boot
  • Architecture description language ADL
  • OpenAI ChatGPT
  • SAP BusinessObjects Desktop Intelligence
  • Salesforce Visualforce
  • Qlik Tech QlikView
  • Codeium
  • Ada
  • PostgreSQL
  • SAP NetWeaver BW
  • Devin (Cognition AI)
  • Compatibility testing software
  • Microsoft Visual C# .NET
  • Data conversion software
  • Notebook computers
  • Personal digital assistants PDA
  • Desktop computers
  • Mainframe computers

Alternative Job Titles