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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

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

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

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

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

  • Coordinate installation of software system.

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

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

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

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

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

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

  • Determine system performance standards.

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

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

  • Train users to use new or modified equipment.

Technologies & Software

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

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