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Automation Risk Analysis

Will “Systems Integration Engineer” be Automated?

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AI Exposure Risk

58%

“Systems Integration 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 Integration 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

  • 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.

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

  • 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.

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles