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Automation Risk Analysis

Will “Computer Systems Software Engineer” be Automated?

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AI Exposure Risk

58%

“Computer Systems Software Engineer” 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 Systems Software Engineer” 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.

  • 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.

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

  • Coordinate installation of software system.

  • Train users to use new or modified equipment.

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

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