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Automation Risk Analysis

Will “Computer Systems Software Engineer” be Automated?

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AI Exposure Risk

58%

“Computer 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%

“Computer 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.

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

  • Coordinate installation of software system.

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

  • 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.

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

  • Determine system performance standards.

  • 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.

Technologies & Software

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  • Selenium
  • Border Gateway Protocol BGP
  • American National Standards Institute ANSI C
  • Microsoft Visual Basic.NET
  • Microsoft Teams
  • Forth
  • Cisco IOS
  • Apache HBase
  • ABC: the AspectBench Compiler for AspectJ
  • Llama (Meta)
  • McAfee
  • Apache Tomcat
  • Google Cloud software
  • Security testing software
  • Evernote
  • E++ pattern language
  • Oberon
  • Microsoft Visual Basic for Applications VBA
  • SAP PowerBuilder
  • Apache Kafka
  • Apache Hadoop
  • Ada
  • Scheme
  • Platform as a service PaaS
  • Hibernate ORM
  • TypeScript
  • Xcode
  • Apache Subversion SVN
  • YouTube
  • Prolog
  • Oracle Java Message Service JMS
  • Oracle Business Intelligence Suite
  • FileMaker Pro
  • Adobe Creative Cloud software
  • Single sign-on SSO
  • Apple iOS
  • Bootstrap
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  • Ruby
  • jQuery
  • Apache Solr
  • Perforce Helix software
  • Objective C
  • Apache Ant
  • JavaScript
  • Hewlett Packard HP-UX
  • Dropbox
  • Amazon Web Services AWS software
  • Microsoft OneNote
  • IBM Notes
  • Mistral AI (chat/models)
  • Redis
  • Microsoft Internet Information Services (IIS)
  • Microservices Architecture
  • GitHub Copilot
  • Vue.js
  • Software libraries
  • PuTTY
  • Qwen (Alibaba)
  • Oracle Eloqua
  • Transact-SQL
  • JamBoard
  • Atlassian Confluence
  • Microsoft Active Directory
  • Ruby on Rails
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  • Oracle Database
  • Talend Big Data Integration
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  • Moodle
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  • Object Management Group Object Request Broker
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  • Eclipse IDE
  • Operating system shells
  • Nagios
  • J
  • Haskell
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  • Voice over internet protocol VoIP system software
  • 3M Post-it App
  • Microsoft ASP.NET Core MVC
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  • Splunk Enterprise
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  • Scala
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  • Embedded systems development software
  • Shell script
  • Pascal
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  • Zoom
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  • Oracle Business Intelligence Enterprise Edition
  • Programming language one PL/I
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  • Django
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  • Distributed database management software
  • Gambit Scheme
  • IBM Rational RequisitePro
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  • Microsoft Project
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  • Oracle PeopleSoft
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  • NoSQL
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  • C
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  • Data manipulation language DML
  • WordPress
  • MySQL
  • Oracle PL/SQL
  • Wireshark
  • Cisco Webex
  • Adobe Flex
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  • Loom
  • JUnit
  • Relational database management software
  • Apache Flume
  • Microsoft Azure DevOps Services
  • Collaborative Application Markup Language CAML
  • MongoDB
  • Cursor AI
  • SAS
  • Microsoft SQL Server Integration Services SSIS
  • JavaScript framework software
  • Jupyter Notebook
  • Unified modeling language UML
  • Dynamic modeling software
  • Modula
  • Skype
  • Apache Avro
  • Document Object Model DOM Scripting
  • Microsoft ActiveX
  • Allaire ColdFusion
  • Static analysis software
  • Apache Groovy
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  • Linux
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  • Backup and archival software
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  • Microsoft Team Foundation Server
  • TensorFlow
  • PyTorch
  • Extensible hypertext markup language XHTML
  • SonarQube
  • List processing language LISP
  • Bigloo Scheme
  • Ansible software
  • DataVision
  • Blink
  • Oracle Solaris
  • Python
  • Apache Maven
  • National Instruments LabVIEW
  • Git
  • IBM AIX
  • Oracle Reports
  • Apache Struts
  • Apache Hive
  • Salesforce Visualforce
  • Beginner's all-purpose symbolic instruction code BASIC
  • Google Angular
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  • Microsoft Dynamics
  • IBM Domino
  • Operating system software
  • Graphical user interface GUI design software
  • Oracle JavaServer Pages JSP
  • Magellan Firmware
  • Apple macOS
  • JFrog Artifactory
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  • SAP Crystal Reports
  • Apache HTTP Server
  • Eiffel
  • Adobe ActionScript
  • v0 by Vercel
  • Enterprise resource planning ERP software
  • Deployment software
  • ChatGPT (OpenAI)
  • Amazon Elastic Compute Cloud EC2
  • Backbone.js
  • Hewlett Packard LoadRunner
  • Enterprise application integration EAI software
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  • Enterprise JavaBeans
  • Oracle PeopleSoft Financials
  • Integrated development environment IDE software
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  • Adobe Photoshop
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  • Job control language JCL
  • Microsoft Publisher
  • Apache Spark
  • Quest Erwin Data Modeler
  • Amazon Simple Storage Service S3
  • Visible Razor
  • VMware
  • Amazon Redshift
  • Microsoft transact-structural query language T-SQL
  • Simple API for XML SAX
  • Google Android
  • Common business oriented language COBOL
  • MicroStrategy
  • React Redux
  • Component object model COM software
  • SAP Adaptive Server Enterprise
  • Usability testing software
  • Trimble SketchUp Pro
  • Computer On-line Real-time Applications Language CORAL 66
  • Microsoft ESP SDK
  • Firewall software
  • XML Path Language XPATH
  • Google Slides
  • Microsoft Dynamics GP
  • System testing software
  • Microsoft Active Server Pages ASP
  • Microsoft ASP.NET
  • Encryption software
  • Red Hat Enterprise Linux
  • A programming language APL
  • Component-based Scalable Logical Architecture CSLA
  • Oracle SQL Developer
  • Oracle E-Business Suite Financials
  • Defect tracking software
  • R
  • Talend Data Fabric
  • RESTful API
  • SmugMug Flickr
  • Verilog
  • Eclipse Jersey
  • Microsoft Visual Studio
  • C#
  • NetSuite ERP
  • Swift
  • Adobe Acrobat
  • LinkedIn
  • Web server software
  • Load testing software
  • LibreOffice
  • Sun Microsystems Java Persistence API
  • Minitab
  • ABC Compiler
  • Social media sites
  • GraphQL
  • Delphi Technology
  • String oriented symbolic language SNOBOL
  • Slack
  • Advanced business application programming ABAP
  • Marketo Marketing Automation
  • Node.js
  • Oracle Primavera Enterprise Project Portfolio Management
  • Canu
  • Dynamic analysis software
  • PostgreSQL
  • Patch management software
  • SAP ERP
  • Smalltalk
  • ServiceNow
  • Mutation testing software
  • Spring Framework
  • Event-driven State-machines Programming
  • Amazon Kinesis
  • ADO.NET
  • Atlassian JIRA
  • Red Hat Ansible Engine
  • Interface definition language IDL
  • Google Antigravity
  • Document management system software
  • IBM DB2
  • Embarcadero Delphi
  • Blackbaud The Raiser's Edge
  • SAP Business Intelligence
  • Apache Cassandra
  • Management information systems MIS
  • Embarcadero JBuilder
  • Microsoft Power Automate
  • Objective Caml
  • Microsoft Exchange
  • MathWorks Simulink
  • Adobe Illustrator
  • Software distribution management software
  • Alteryx software
  • Extensible stylesheet language transformations XSLT
  • Oracle Business Intelligence Discoverer
  • Hypertext markup language HTML
  • Microsoft Excel
  • Salesforce software
  • Elasticsearch
  • Integration testing software
  • Bolt.new
  • B-Method
  • GitHub
  • Docker
  • Distributed component object model DCOM software
  • Chef
  • SAP Business Objects
  • IBM WebSphere
  • Go
  • Teradata Database
  • Virtual private networking VPN software
  • Jenkins CI
  • Microsoft Power BI
  • Microsoft Word
  • Simulation program with integrated circuit emphasis SPICE
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Microsoft SQL Server
  • LexisNexis
  • LogMeIn GoToMeeting
  • KornShell
  • Recovery testing software
  • Oracle WebLogic Server
  • Mistral (Mistral AI)
  • Microsoft PowerPoint
  • Test implementation software
  • GNU Image Manipulation Program GIMP
  • Ubuntu
  • Perplexity AI
  • Microsoft .NET Framework
  • Open Graphics Library OpenGL
  • Oracle Fusion Applications
  • Amazon CodeWhisperer
  • Spring Boot
  • Computer Associates integrated data management system CA-IDMS
  • In circuit emulators ICE
  • Directory servers
  • Notebook computers
  • Digital cameras
  • Multi-core central processing unit CPU
  • Application servers
  • Logic analyzers
  • Desktop computers
  • Mainframe computers
  • Computer servers
  • Graphics processing unit GPU
  • Flash disks

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