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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

  • Train users to use new or modified equipment.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Coordinate installation of software system.

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

  • Determine system performance standards.

Technologies & Software

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

Alternative Job Titles