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Automation Risk Analysis

Will “Systems Support Engineer” be Automated?

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AI Exposure Risk

58%

“Systems Support 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 Support 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

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles