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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

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

  • Coordinate installation of software system.

  • 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.

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

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

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

  • Train users to use new or modified equipment.

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

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

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

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

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

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

  • 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.

  • Determine system performance standards.

Technologies & Software

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

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