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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

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

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

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

  • 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.

  • Train users to use new or modified equipment.

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

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

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

  • 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.

  • 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.

  • Coordinate installation of software system.

  • Determine system performance standards.

  • 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.

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  • GitHub Copilot
  • Collaborative Application Markup Language CAML
  • Integrated development environment IDE software
  • Microsoft Outlook
  • Microsoft OneNote
  • JavaScript Object Notation JSON
  • Computer On-line Real-time Applications Language CORAL 66
  • IBM DB2
  • Embedded systems development software
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  • IBM Notes
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  • SmugMug Flickr
  • Advanced business application programming ABAP
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  • Zoom
  • Blink
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  • Microsoft SQL Server
  • Platform as a service PaaS
  • Spring Framework
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  • Stress testing software
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  • Migration software
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  • C
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  • Enterprise JavaBeans
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  • Python
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  • Adobe InDesign
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  • Hypertext markup language HTML
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  • Load testing software
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  • Xcode
  • Open Graphics Library OpenGL
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  • XML Path Language XPATH
  • Microsoft Azure DevOps Services
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  • Component-based Scalable Logical Architecture CSLA
  • Kubernetes
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  • SAP Business Intelligence
  • Oracle Java Message Service JMS
  • Source code editor software
  • Dynamic modeling software
  • Adobe ActionScript
  • E++ pattern language
  • Objective Caml
  • C++
  • Eclipse IDE
  • Ruby
  • Call-processing language CPL
  • Extensible hypertext markup language XHTML
  • IBM SPSS Statistics
  • PuTTY
  • Oracle WebLogic Server
  • Google Analytics
  • Ext JS
  • SAP ERP
  • Microsoft Windows
  • MathWorks Simulink
  • ICON programming language
  • Apache Flume
  • Oracle Solaris
  • LogMeIn GoToMeeting
  • Airtable
  • Redis
  • Wind River VxWorks
  • OpenAI ChatGPT
  • Apache Tomcat
  • Apache Solr
  • Microsoft Access
  • IBM WebSphere
  • A programming language APL
  • Unit testing software
  • Selenium
  • Amazon Kinesis
  • Prolog
  • SAS
  • Linux
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  • Google Gmail
  • Vue.js
  • ESRI ArcGIS software
  • IBM Power Systems software
  • R
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  • Apache Spark
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  • Scheme
  • Microsoft Team Foundation Server
  • Nagios
  • Microsoft SQL Server Integration Services SSIS
  • Security testing software
  • GroupMe
  • Microsoft SharePoint
  • ABC: the AspectBench Compiler for AspectJ
  • Oracle Application Server
  • Microsoft Visio
  • DeepSeek
  • Skype
  • Microsoft Office software
  • Bootstrap
  • Adobe Illustrator
  • Mistral AI (chat/models)
  • Oracle Business Intelligence Discoverer
  • Storage area network SAN software
  • Structured query language SQL
  • Google Angular
  • Apache Hadoop
  • Amazon Web Services AWS software
  • Microsoft Excel
  • Microsoft Power BI
  • Automated installation software
  • Teradata Database
  • J
  • Shell script
  • Beginner's all-purpose symbolic instruction code BASIC
  • Adobe Creative Cloud software
  • Qwen (Alibaba)
  • Backbone.js
  • Oracle Database
  • Application servers
  • Computer servers
  • Graphics processing unit GPU
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  • Notebook computers
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  • Multi-core central processing unit CPU
  • Flash disks
  • Logic analyzers
  • Directory servers

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