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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

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

  • 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.

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

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

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

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

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

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

  • Coordinate installation of software system.

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

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

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

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

Technologies & Software

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

Alternative Job Titles