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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

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

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

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

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

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

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

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

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

  • Train users to use new or modified equipment.

  • Determine system performance standards.

  • 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.

  • 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.

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

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

  • Coordinate installation of software system.

Technologies & Software

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

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