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Automation Risk Analysis

Will “Systems Software Engineer” be Automated?

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AI Exposure Risk

58%

“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%

“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 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.

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

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

  • 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.

  • 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.

  • 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.

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

  • Determine system performance standards.

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

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

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

Technologies & Software

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

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