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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

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

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

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

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

  • Determine system performance standards.

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

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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

  • Coordinate installation of software system.

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

Technologies & Software

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  • XML Path Language XPATH
  • Open Graphics Library OpenGL
  • LAMP Stack
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  • Hewlett Packard LoadRunner
  • E++ pattern language
  • LogMeIn GoToWebinar
  • Firewall software
  • Microsoft Project
  • Embedded systems development software
  • DeepSeek
  • Microsoft Access
  • ADO.NET
  • Microsoft Office software
  • Version control software
  • GitHub Copilot
  • Microsoft SQL Server Integration Services SSIS
  • Storage area network SAN software
  • Bigloo Scheme
  • Event-driven State-machines Programming
  • Component object model COM software
  • Backup and archival software
  • Hypertext markup language HTML
  • Google Cloud software
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  • Adobe Illustrator
  • Requirements management software
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  • Bash
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  • Microsoft Teams
  • Gradle
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  • Citrix cloud computing software
  • List processing language LISP
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  • Data manipulation language DML
  • Real time operating system RTOS software
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  • Amazon Web Services AWS software
  • A programming language APL
  • Drupal
  • JFrog Artifactory
  • Adobe InDesign
  • Software libraries
  • Microsoft Power Automate
  • Ext JS
  • Distributed database management software
  • Lovable.dev
  • SAP Adaptive Server Enterprise
  • Figma
  • AWK
  • Django
  • Apache Flume
  • Emerald Software Group Emerald Green Office
  • Oracle Fusion Middleware
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  • Microsoft transact-structural query language T-SQL
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  • Migration testing software
  • Apache Struts
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  • Microsoft PowerShell
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  • Flipgrid
  • Shell script
  • IBM Cognos Impromptu
  • Selenium
  • SonarQube
  • Moodle
  • Microsoft Visual Studio
  • Airtable
  • IBM InfoSphere DataStage
  • Haskell
  • Interface definition language IDL
  • Modula
  • Microsoft Publisher
  • Microsoft Visual Basic for Applications VBA
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  • File server software
  • Hibernate ORM
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  • SAP ERP
  • ServiceNow
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  • Slack
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  • Jupyter Notebook
  • Oracle Business Intelligence Suite
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  • Python
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  • Cascading style sheets CSS
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  • Verilog
  • Visible Razor
  • Structured query language SQL
  • Linux
  • Single sign-on SSO
  • Cursor AI
  • Operating system shells
  • Amazon Redshift
  • Microsoft DirectX
  • Extensible hypertext markup language XHTML
  • Workday software
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  • IBM DB2
  • ICON programming language
  • Amazon Kinesis
  • Smalltalk
  • Oracle Primavera Enterprise Project Portfolio Management
  • Quest Erwin Data Modeler
  • Regression testing software
  • Ada
  • Swift
  • Jenkins CI
  • IBM Terraform
  • Oracle Cloud software
  • GitHub
  • Job control language JCL
  • Social media sites
  • Deployment software
  • Amazon Elastic Compute Cloud EC2
  • Oracle Java
  • Embarcadero Delphi
  • Redis
  • Collaborative Application Markup Language CAML
  • Enterprise resource planning ERP software
  • VMware
  • Component-based Scalable Logical Architecture CSLA
  • Blackbaud The Raiser's Edge
  • Migration software
  • System testing software
  • Oracle Reports
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  • SAP NetWeaver
  • Google Gmail
  • Canu
  • J
  • Google Slides
  • Docker
  • Microsoft Visual Basic.NET
  • Microsoft Azure DevOps Services
  • Perplexity AI
  • Atlassian Confluence
  • Formula translation/translator FORTRAN
  • IBM Power Systems software
  • Transact-SQL
  • MicroStrategy
  • Snowflake
  • Enterprise application integration EAI software
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  • Simple API for XML SAX
  • Wireshark
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  • Computer On-line Real-time Applications Language CORAL 66
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  • jQuery
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  • Git
  • Apache Oozie
  • UNIX Shell
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  • Microsoft OneNote
  • Oracle E-Business Suite Financials
  • Restructured extended executor REXX
  • Embarcadero JBuilder
  • Microsoft .NET Framework
  • IBM Middleware
  • NoSQL
  • TypeScript
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  • Apache Solr
  • Oracle Java 2 Platform Enterprise Edition J2EE
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  • Node.js
  • MySQL
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  • Apache Subversion SVN
  • RabbitMQ
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  • The MathWorks MATLAB
  • Apache Maven
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  • Amazon CodeWhisperer
  • IBM Rational ClearQuest
  • Apache Hive
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  • Forth
  • Unified modeling language UML
  • Static analysis software
  • Pascal
  • MUMPS M
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  • Nagios
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  • RESTful API
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  • Graphical user interface GUI design software
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  • Software development tools
  • Microsoft PowerPoint
  • Mutation testing software
  • IBM z/OS operating systems
  • Spring Framework
  • Bolt.new
  • Disk operating system DOS
  • Red Hat OpenShift
  • Platform as a service PaaS
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  • ABC: the AspectBench Compiler for AspectJ
  • Extensible markup language XML
  • Google Meet
  • FileMaker Pro
  • Marketo Marketing Automation
  • GraphQL
  • Cisco IOS
  • Virtual private networking VPN software
  • Enterprise JavaBeans
  • Microsoft Excel
  • PostgreSQL
  • JavaScript
  • MongoDB
  • Microsoft Exchange
  • Microsoft SQL Server
  • Go
  • Kotlin
  • Microsoft Power BI
  • Oracle JDBC
  • Microsoft ActiveX
  • Document Object Model DOM Scripting
  • Amazon DynamoDB
  • Adobe ActionScript
  • MathWorks Simulink
  • Google Docs
  • Veritas NetBackup
  • LexisNexis
  • Blink
  • Object Management Group Object Request Broker
  • Kubernetes
  • Apache Avro
  • Microsoft Visio
  • Allaire ColdFusion
  • DataVision
  • Delphi Technology
  • C
  • Apache HBase
  • Oracle PL/SQL
  • Operating system software
  • Apache Cassandra
  • Objective Caml
  • Apple macOS
  • Adobe Creative Cloud software
  • Gemini Code Assist
  • Magellan Firmware
  • IBM Notes
  • Microsoft ASP.NET
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  • Apache Tomcat
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  • Advanced business application programming ABAP
  • ABC Compiler
  • Eclipse IDE
  • Microsoft Outlook
  • Unit testing software
  • 3M Post-it App
  • Microsoft Windows
  • R
  • SAP Crystal Reports
  • IBM Rational ClearCase
  • Algorithmic language ALGOL
  • Vue.js
  • Programming language one PL/I
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  • Data definition language DDL
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  • SAP PowerBuilder
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  • Cisco Webex
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  • SAP software
  • Objective C
  • Microsoft Visual Basic
  • Graphical user interface GUI builder software
  • Apache Spark
  • Interstate connection ICON
  • Apache Ant
  • Ubuntu
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  • Integration testing software
  • Spring Boot
  • v0 by Vercel
  • Elasticsearch
  • GNU Image Manipulation Program GIMP
  • Google Analytics
  • SmugMug Flickr
  • LinkedIn
  • Skype
  • Eiffel
  • Adobe Flex
  • Distributed component object model DCOM software
  • Salesforce software
  • Prolog
  • Hewlett Packard HP-UX
  • Customer information control system CICS
  • IBM Rational RequisitePro
  • Chef
  • Microsoft Visual Basic Scripting Edition VBScript
  • GitLab
  • JavaScript framework software
  • Adobe Acrobat
  • Software distribution management software
  • IEA Software Emerald
  • Oracle Database
  • IBM AIX
  • Microsoft SQL Server Reporting Services SSRS
  • Web service definition language WDSL
  • Codeium
  • JUnit
  • Dynamic hypertext markup language DHTML
  • SAP Business Objects
  • Patch management software
  • PuTTY
  • Google Sheets
  • Adobe Photoshop
  • Oracle Business Intelligence Discoverer
  • Automated installation software
  • PyTorch
  • Oracle Business Intelligence Enterprise Edition
  • Document management system software
  • Xcode
  • Beginner's all-purpose symbolic instruction code BASIC
  • Bootstrap
  • Interoperability testing software
  • Management information systems MIS
  • Microsoft Word
  • IBM SPSS Statistics
  • Microsoft Internet Information Services (IIS)
  • PHP
  • Security testing software
  • Tabnine
  • WordPress
  • Microsoft Active Server Pages ASP
  • Gambit Scheme
  • IBM Domino
  • Oracle Solaris
  • Mistral AI (chat/models)
  • JamBoard
  • Microsoft Windows Server
  • Teradata Database
  • React
  • Extensible stylesheet language transformations XSLT
  • IBM Rational Rose XDE
  • Microservices Architecture
  • Minitab
  • C#
  • Salesforce Visualforce
  • Adobe After Effects
  • Functional testing software
  • Ruby
  • Recovery testing software
  • Google Antigravity
  • LogMeIn GoToMeeting
  • Talend Big Data Integration
  • AJAX
  • Loom
  • NetSuite ERP
  • Configuration management software
  • Apache Pig
  • FaceTime
  • React Redux
  • Mistral (Mistral AI)
  • Oracle PeopleSoft
  • American National Standards Institute ANSI C
  • Red Hat Ansible Engine
  • YouTube
  • Grok (xAI)
  • React Native
  • Informatica software
  • Red Hat WildFly
  • Apple iOS
  • Scheme
  • Apache Hadoop
  • Logic analyzers
  • Application servers
  • Desktop computers
  • Mainframe computers
  • Multi-core central processing unit CPU
  • Computer servers
  • Directory servers
  • Flash disks
  • In circuit emulators ICE
  • Graphics processing unit GPU
  • Notebook computers
  • Digital cameras

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