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Automation Risk Analysis

Will “Software Computer Specialist” be Automated?

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AI Exposure Risk

58%

“Software Computer Specialist” 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%

“Software Computer Specialist” 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 the work of programmers, technologists and technicians and other engineering and scientific personnel.

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

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

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

  • Coordinate installation of software system.

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

  • 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.

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

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

  • Train users to use new or modified equipment.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles