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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

  • 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.

  • Train users to use new or modified equipment.

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

  • 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.

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

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

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

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

  • Determine system performance standards.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles