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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

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

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

  • Train users to use new or modified equipment.

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

  • 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.

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

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

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

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

  • Determine system performance standards.

  • 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.

  • Coordinate installation of software system.

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

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

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

Technologies & Software

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

Alternative Job Titles