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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

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

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

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

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

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

  • Determine system performance standards.

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

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

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

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

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

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

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

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

Technologies & Software

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

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