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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

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

  • Coordinate installation of software system.

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

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

  • 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.

  • 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.

  • Determine system performance standards.

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles