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Automation Risk Analysis

Will “Enterprise Systems Engineer” be Automated?

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AI Exposure Risk

58%

“Enterprise Systems 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%

“Enterprise Systems 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

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

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

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

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

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or 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 information to determine, recommend, and plan installation of a new system or modification of an existing system.

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

  • Determine system performance standards.

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

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

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

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

Technologies & Software

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

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