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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

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

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

  • Determine system performance standards.

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

  • 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.

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

  • Coordinate installation of software system.

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

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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

Technologies & Software

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

Alternative Job Titles