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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

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

  • Determine system performance standards.

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

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

  • 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.

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

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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

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