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Automation Risk Analysis

Will “Systems Software Specialist” be Automated?

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AI Exposure Risk

58%

“Systems Software Specialist” 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 Specialist” 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.

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

  • Train users to use new or modified equipment.

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

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

  • Coordinate installation of software system.

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

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

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

  • Determine system performance standards.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles