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Automation Risk Analysis

Will “Computer Programmer Analyst” be Automated?

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AI Exposure Risk

58%

“Computer 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Computer Programmer 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 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Determine system performance standards.

  • Train users to use new or modified equipment.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Coordinate installation of software system.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

Technologies & Software

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  • Microsoft Visual Basic.NET
  • Workday software
  • PyTorch
  • IBM z/OS operating systems
  • Trimble SketchUp Pro
  • Apache Kafka
  • Source code editor software
  • Social media sites
  • Sun Microsystems Java Persistence API
  • MongoDB
  • Microsoft Office software
  • Formula translation/translator FORTRAN
  • Microsoft DirectX
  • Loom
  • Canu
  • Document management system software
  • Microsoft Publisher
  • Storage area network SAN software
  • Perforce Helix software
  • Dynamic analysis software
  • MuleSoft software
  • Blink
  • Amazon CodeWhisperer
  • Restructured extended executor REXX
  • SAP Adaptive Server Enterprise
  • Configuration management software
  • Functional testing software
  • Dynamic modeling software
  • IBM Terraform
  • Gemini Code Assist
  • IBM Rational ClearCase
  • Wind River VxWorks
  • Operating system shells
  • R
  • Amazon Web Services AWS CloudFormation
  • Static analysis software
  • Google Drive
  • PostgreSQL
  • FaceTime
  • Google Cloud software
  • Google Angular
  • Qwen (Alibaba)
  • Kubernetes
  • Microsoft ASP.NET Core MVC
  • Adobe ActionScript
  • Microservices Architecture
  • Apache Flume
  • Oracle PL/SQL
  • GNU Image Manipulation Program GIMP
  • Microsoft Project
  • LogMeIn GoToWebinar
  • ServiceNow
  • Google Sheets
  • IBM AIX
  • Adobe Creative Cloud software
  • Google Docs
  • Object Management Group Object Request Broker
  • Border Gateway Protocol BGP
  • RESTful API
  • Oracle Cloud software
  • Citrix cloud computing software
  • Oracle Reports
  • LexisNexis
  • Management information systems MIS
  • Oracle JD Edwards EnterpriseOne
  • NortonLifeLock cybersecurity software
  • SAP ERP
  • Skype
  • Microsoft Excel
  • Apache Groovy
  • Cascading style sheets CSS
  • GitLab
  • Bigloo Scheme
  • Informatica software
  • Mistral AI (chat/models)
  • Document Object Model DOM Scripting
  • IBM Cognos Impromptu
  • Selenium
  • Customer information control system CICS
  • Red Hat OpenShift
  • IBM Power Systems software
  • JavaScript
  • Eclipse Jersey
  • Gambit Scheme
  • Oracle Primavera Enterprise Project Portfolio Management
  • Encryption software
  • Teradata Database
  • Gemini (Google)
  • Microsoft Access
  • Prolog
  • Talend Big Data Integration
  • Migration testing software
  • Kotlin
  • IBM WebSphere MQ
  • Microsoft Internet Information Services (IIS)
  • Apache Subversion SVN
  • SAP Business Objects
  • Hypertext markup language HTML
  • Spring Boot
  • Swift
  • SonarQube
  • NetSuite ERP
  • Disk operating system DOS
  • Microsoft transact-structural query language T-SQL
  • JUnit
  • Figma
  • Eiffel
  • Deployment software
  • Apache Solr
  • Quest Erwin Data Modeler
  • C++
  • Cursor AI
  • Screencastify
  • Job control language JCL
  • JavaScript framework software
  • IBM SPSS Statistics
  • Microsoft Azure software
  • Microsoft SharePoint
  • Microsoft Active Directory
  • Interface definition language IDL
  • Jupyter Notebook
  • SAP software
  • Amazon Elastic Compute Cloud EC2
  • Oracle Java Message Service JMS
  • Atlassian JIRA
  • Adobe Flex
  • Slack
  • Adobe Dreamweaver
  • GraphQL
  • Oracle Solaris
  • Platform as a service PaaS
  • Lovable.dev
  • LibreOffice
  • Adobe Photoshop
  • Extensible markup language XML
  • Adobe InDesign
  • Apache Spark
  • Drupal
  • Puppet
  • C
  • Enterprise JavaBeans
  • Extensible hypertext markup language XHTML
  • National Instruments LabVIEW
  • SAP PowerBuilder
  • Codeium
  • Spring Framework
  • Microsoft SQL Server
  • Test implementation software
  • IBM Rational Rose XDE
  • Veritas NetBackup
  • Apache Avro
  • LinkedIn
  • Programming language one PL/I
  • Claude (Anthropic)
  • Apache Cassandra
  • WordPress
  • Ext JS
  • Single sign-on SSO
  • Migration software
  • IBM Middleware
  • System testing software
  • IBM Rational PurifyPlus
  • PHP
  • Amazon Redshift
  • NoSQL
  • Symantec Visual Cafe
  • Magellan Firmware
  • Qlik Tech QlikView
  • React
  • Advanced business application programming ABAP
  • Oracle Business Intelligence Suite
  • Shell script
  • Ubuntu
  • Microsoft Active Server Pages ASP
  • GitHub
  • Enterprise resource planning ERP software
  • Data analysis software
  • Oracle Application Server
  • Atlassian Bitbucket
  • SmugMug Flickr
  • Google Antigravity
  • Eclipse IDE
  • 3M Post-it App
  • Web service definition language WDSL
  • IBM Domino
  • Pascal
  • Oracle JavaServer Pages JSP
  • VMware
  • Structured query language SQL
  • Collaborative Application Markup Language CAML
  • Amazon Simple Storage Service S3
  • Haskell
  • IBM DB2
  • Scala
  • Component-based Scalable Logical Architecture CSLA
  • Operating system software
  • C#
  • Tableau
  • Grok (xAI)
  • GroupMe
  • Tabnine
  • Hewlett Packard HP-UX
  • Scheme
  • Common business oriented language COBOL
  • Adobe Illustrator
  • American National Standards Institute ANSI C
  • Data definition language DDL
  • Bolt.new
  • Apache Airflow
  • SAP Crystal Reports
  • Google Meet
  • Bash
  • Cisco IOS
  • Microsoft Visual Basic
  • Structured Query Report SQR
  • Google Gmail
  • B-Method
  • Git
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Oracle Eloqua
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft Team Foundation Server
  • Xcode
  • Allaire ColdFusion
  • XML Path Language XPATH
  • Beginner's all-purpose symbolic instruction code BASIC
  • JavaScript Object Notation JSON
  • Version control software
  • TensorFlow
  • jQuery
  • Adobe Acrobat
  • Marketo Marketing Automation
  • Graphical user interface GUI design software
  • Distributed component object model DCOM software
  • Visible Razor
  • Microsoft Exchange
  • React Redux
  • Microsoft Outlook
  • JFrog Artifactory
  • Minitab
  • Apache HBase
  • Graphical user interface GUI builder software
  • Moodle
  • AWK
  • Embarcadero Delphi
  • Django
  • Amazon DynamoDB
  • Atlassian Confluence
  • Microsoft Power Automate
  • Microsoft ESP SDK
  • Data manipulation language DML
  • Kimi (Moonshot AI)
  • IBM WebSphere
  • ABC: the AspectBench Compiler for AspectJ
  • IBM InfoSphere DataStage
  • Apache Ant
  • YouTube
  • Apple iOS
  • Adobe After Effects
  • Software distribution management software
  • Nova (Amazon)
  • Microsoft Windows Server
  • Component object model COM software
  • UNIX Shell
  • Vue.js
  • Distributed database management software
  • Defect tracking software
  • Hewlett Packard LoadRunner
  • Elasticsearch
  • Algorithmic language ALGOL
  • MUMPS M
  • Nagios
  • Call-processing language CPL
  • Oracle PeopleSoft Financials
  • Ruby on Rails
  • DeepSeek
  • Evernote
  • Delphi Technology
  • Apache Pig
  • Apache Tomcat
  • Microsoft Visual C# .NET
  • MySQL
  • Microsoft Visual Basic Scripting Edition VBScript
  • FileMaker Pro
  • Microsoft ActiveX
  • File server software
  • Microsoft Visio
  • Blackbaud The Raiser's Edge
  • Redis
  • Emerald Software Group Emerald Green Office
  • Patch management software
  • Simulation program with integrated circuit emphasis SPICE
  • Llama (Meta)
  • Enterprise application integration EAI software
  • Computer On-line Real-time Applications Language CORAL 66
  • Web application software
  • Simple API for XML SAX
  • Open Graphics Library OpenGL
  • DataVision
  • IBM Notes
  • OpenAI ChatGPT
  • Modula
  • Objective Caml
  • Oracle E-Business Suite Financials
  • IBM Rational ClearQuest
  • Oracle Java
  • AJAX
  • React Native
  • Integration testing software
  • Oberon
  • Unified modeling language UML
  • Gradle
  • LAMP Stack
  • Microsoft OneNote
  • Test design software
  • Oracle Hyperion
  • Airtable
  • StataCorp Stata
  • Salesforce Visualforce
  • Interstate connection ICON
  • Bootstrap
  • Microsoft Windows
  • Embarcadero JBuilder
  • LogMeIn GoToMeeting
  • Microsoft SQL Server Integration Services SSIS
  • Docker
  • ABC Compiler
  • Relational database management software
  • Software libraries
  • Microsoft Power BI
  • Event-driven State-machines Programming
  • List processing language LISP
  • Apache Struts
  • Oracle Database
  • Apache Hadoop
  • Automated installation software
  • MathWorks Simulink
  • SAP NetWeaver
  • Apple macOS
  • Python
  • Google Android
  • Jenkins CI
  • Microsoft Teams
  • Mistral (Mistral AI)
  • Oracle Business Intelligence Enterprise Edition
  • Common Lisp Object System CLOS
  • Backup and archival software
  • Google Analytics
  • MicroStrategy
  • SAS
  • Voice over internet protocol VoIP system software
  • E++ pattern language
  • Ansible software
  • Computer Associates integrated data management system CA-IDMS
  • Microsoft PowerShell
  • IEA Software Emerald
  • Integrated development environment IDE software
  • Google Slides
  • Transact-SQL
  • Blackboard software
  • Oracle JDBC
  • Interoperability testing software
  • Microsoft Dynamics GP
  • IBM Rational RequisitePro
  • Dropbox
  • Wireshark
  • Oracle SQL Developer
  • TypeScript
  • Win CE
  • Perl
  • Talend Data Fabric
  • Alteryx software
  • Ada
  • The MathWorks MATLAB
  • Microsoft ASP.NET
  • Atlassian Bamboo
  • Embedded systems development software
  • Oracle Fusion Applications
  • Flipgrid
  • Amazon Kinesis
  • Firewall software
  • RabbitMQ
  • Microsoft Dynamics
  • Mutation testing software
  • Objective C
  • Linux
  • Apache HTTP Server
  • A programming language APL
  • Hibernate ORM
  • Red Hat Enterprise Linux
  • Backbone.js
  • JamBoard
  • Unit testing software
  • Oracle PeopleSoft
  • Smalltalk
  • Red Hat Ansible Engine
  • Microsoft Azure DevOps Services
  • Recovery testing software
  • Amazon Web Services AWS software
  • Microsoft Visual Basic for Applications VBA
  • Oracle Business Intelligence Discoverer
  • Microsoft PowerPoint
  • QNX
  • Apache Oozie
  • Verilog
  • ADO.NET
  • UNIX
  • Regression testing software
  • Microsoft Word
  • Web server software
  • Virtual private networking VPN software
  • ESRI ArcGIS software
  • Red Hat WildFly
  • Usability testing software
  • Microsoft Visual Studio
  • Google Sites
  • GitHub Copilot
  • Snowflake
  • Real time operating system RTOS software
  • KornShell
  • Ruby
  • Stress testing software
  • Extensible stylesheet language transformations XSLT
  • Splunk Enterprise
  • String oriented symbolic language SNOBOL
  • Load testing software
  • ICON programming language
  • Cisco Webex
  • ChatGPT (OpenAI)
  • Fault testing software
  • McAfee
  • Oracle Fusion Middleware
  • Software development tools
  • J
  • Zoom
  • Dynamic hypertext markup language DHTML
  • Perplexity AI
  • v0 by Vercel
  • Apache Maven
  • SAP Business Intelligence
  • PuTTY
  • Requirements management software
  • Go
  • Microsoft .NET Framework
  • Node.js
  • Security testing software
  • Forth
  • Salesforce software
  • Multi-core central processing unit CPU
  • Digital cameras
  • In circuit emulators ICE
  • Directory servers
  • Desktop computers
  • Graphics processing unit GPU
  • Notebook computers
  • Application servers
  • Logic analyzers
  • Computer servers
  • Mainframe computers
  • Flash disks

Alternative Job Titles