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Automation Risk Analysis

Will “Software Systems Engineer” be Automated?

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AI Exposure Risk

58%

“Software Systems 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%

“Software Systems 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

  • Train users to use new or modified equipment.

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

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

  • Coordinate installation of software system.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

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