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Automation Risk Analysis

Will “Cloud Engineer” be Automated?

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AI Exposure Risk

60%

“Cloud 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Cloud Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Programmers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information.

Avg. Annual Salary $103,640
Avg. Hourly Wage $49.83
Available Jobs (US) 109,870
Job Title & Hierarchy Code (SOC) Computer Programmers #15-1251
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Programmers”

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Core Skills & Abilities

  • Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.

  • Assign, coordinate, and review work and activities of programming personnel.

  • Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.

  • Develop Web sites.

  • Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.

  • Train subordinates in programming and program coding.

  • Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.

  • Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.

  • Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.

  • Write or contribute to instructions or manuals to guide end users.

  • Train users on the use and function of computer programs.

  • Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.

  • Collaborate with computer manufacturers and other users to develop new programming methods.

  • Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.

  • Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.

  • Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.

  • Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.

Technologies & Software

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  • AJAX
  • Embarcadero Delphi
  • IBM Notes
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  • Amazon DynamoDB
  • Revision control software
  • Low-level debugger software
  • Virage VS Archive
  • Data manipulation language DML
  • R
  • Retargetable compiler
  • Adobe ActionScript
  • MySQL
  • Red Hat Enterprise Linux
  • IBM WebSphere
  • Computer Associates integrated data management system CA-IDMS
  • Oracle Fusion Applications
  • Apache Pig
  • Symbolic debugger software
  • Red Hat WildFly
  • v0 by Vercel
  • Source code editor software
  • Puppet
  • Amazon CodeWhisperer
  • VMware
  • GitHub Copilot
  • Code generator software
  • Grok (xAI)
  • Progress WebSpeed Workshop
  • CAST SQL Builder
  • Adobe Dreamweaver
  • Event-driven State-machines Programming
  • Microsoft Visual Basic.NET
  • DeepSeek
  • PHP
  • Epic Systems
  • Lovable.dev
  • ABC: the AspectBench Compiler for AspectJ
  • The MathWorks MATLAB
  • Transact-SQL
  • Microsoft ESP SDK
  • Amazon Web Services AWS CloudFormation
  • Compilers
  • Geographic information system GIS software
  • Virtual private networking VPN software
  • Graphical user interface GUI design software
  • SAP NetWeaver BW
  • SAP software
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  • Devin (Cognition AI)
  • ICON programming language
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  • MicroStrategy
  • Objective C
  • Microsoft SQL Server
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  • Adobe Photoshop
  • Code munger software
  • Oracle E-Business Suite Financials
  • Microsoft Dynamics
  • Progress Sonic ESB
  • Oracle Java
  • E++ pattern language
  • Microsoft Publisher
  • Symantec Visual Cafe
  • Extensible stylesheet language XSL
  • Microsoft Visual Basic
  • Qwen (Alibaba)
  • SAP BusinessObjects Data Integrator
  • Amazon Simple Storage Service S3
  • Drupal
  • Interstate connection ICON
  • Restructured extended executor REXX
  • OpenAI ChatGPT
  • Gemini (Google)
  • Apache Solr
  • Red Hat OpenShift
  • Structured Query Report SQR
  • Partial class generator software
  • Basis BBx VisualPRO/5
  • Microsoft Exchange
  • Chef
  • Formula translation/translator FORTRAN
  • Microsoft SQL Server Integration Services SSIS
  • Verilog
  • Apache HTTP Server
  • C++
  • Relational database management software
  • Apache Spark
  • Selenium
  • Unified modeling language UML
  • Swift
  • Claude (Anthropic)
  • Ubuntu
  • Oracle PeopleSoft
  • Go
  • UNIX Shell
  • Microsoft Silverlight
  • Google Angular
  • Haskell
  • Oracle JavaServer Pages JSP
  • MUMPS M
  • Hibernate ORM
  • Oracle Solaris
  • Django
  • J
  • Apache Groovy
  • Beginner's all-purpose symbolic instruction code BASIC
  • Mixed code generator
  • React
  • ReCrystallize Crystal Reports
  • Spring Framework
  • Structured query language SQL
  • Collaborative Application Markup Language CAML
  • Simulation program with integrated circuit emphasis SPICE
  • Integrated development environment IDE software
  • A programming language APL
  • Algorithmic language ALGOL
  • IEA Software Emerald
  • Bourne Shell
  • Shell script
  • Dassault Systemes CATIA
  • Scheme
  • IBM DB2
  • Salesforce Visualforce
  • SAP Business Objects
  • Ruby
  • Backbone.js
  • AWK
  • Ruby on Rails
  • Bentley MicroStation
  • UNIX
  • Microsoft .NET Framework
  • Common business oriented language COBOL
  • IBM Power Systems software
  • jQuery
  • Cursor AI
  • List processing language LISP
  • Forth
  • Data definition language DDL
  • IBM Cognos Impromptu
  • C
  • Delphi Technology
  • Threaded code compiler
  • Oracle PL/SQL
  • Google Antigravity
  • IBM Domino
  • Microsoft Azure software
  • Oracle Database
  • Linux
  • Nagios
  • GitHub
  • Eiffel
  • Snort
  • Apache Hive
  • Amazon Web Services AWS software
  • Docker
  • Cascading style sheets CSS
  • Microsoft Dynamics GP
  • Amazon Kinesis
  • Mistral AI (chat/models)
  • Apache Maven
  • JUnit
  • Enterprise JavaBeans
  • JavaScript
  • Emerald Software Group Emerald Green Office
  • Google Analytics
  • dBASE Plus
  • Microsoft Word
  • McAfee
  • National Instruments LabVIEW
  • Network intrusion prevention systems NIPS
  • Extensible markup language XML
  • Adobe Acrobat
  • Dynamic hypertext markup language DHTML
  • Atlassian Confluence
  • One pass compiler software
  • Xerces2 Java Parser
  • KornShell
  • Microsoft SharePoint
  • StataCorp Stata
  • Adobe ColdFusion
  • Apache Cassandra
  • Apache Kafka
  • LAMP Stack
  • Perl
  • Prolog
  • Apache Subversion SVN
  • Microsoft PowerPoint
  • Microsoft Windows Server
  • Adobe Illustrator
  • Microsoft Project
  • Minitab
  • Smalltalk
  • Oracle Business Intelligence Enterprise Edition
  • Tableau
  • Apache Hadoop
  • Microsoft Windows
  • Bigloo Scheme
  • NoSQL
  • IBM Rational ClearCase
  • Microsoft SQL Server Reporting Services SSRS
  • Hypertext markup language HTML
  • Qlik Tech QlikView
  • Amazon Redshift
  • Incremental compiler software
  • Bolt.new
  • Oracle JDBC
  • Gambit Scheme
  • Workflow software
  • Programming language one PL/I
  • Inline code expander software
  • IBM SPSS Statistics
  • Oracle Fusion Middleware
  • Node.js
  • Atlassian Bamboo
  • Mistral (Mistral AI)
  • Kimi (Moonshot AI)
  • Microsoft Visual C# .NET
  • Perplexity AI
  • Extensible hypertext markup language XHTML
  • Spring Boot
  • Oracle Hyperion
  • American National Standards Institute ANSI C
  • Progress OpenEdge ABL
  • Oberon
  • ABC Compiler
  • Microsoft Extensible Application Markup Language (XAML)
  • Git
  • Apache Struts
  • Computer On-line Real-time Applications Language CORAL 66
  • Microsoft ASP.NET
  • Microsoft Active Server Pages ASP
  • Citrix cloud computing software
  • Codeium
  • Common Lisp Object System CLOS
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Systems Management Server
  • Microsoft ASP.NET Core MVC
  • Microsoft Office software
  • Microsoft PowerShell
  • Microsoft Visual Basic for Applications VBA
  • CoffeeCup The HTML Editor
  • Microsoft Excel
  • PowerSoft PowerBuilder
  • Oracle PeopleSoft Financials
  • B-Method
  • Supervisory control and data acquisition SCADA software
  • Tabnine
  • JavaScript Object Notation JSON
  • Interface definition language IDL
  • Advanced business application programming ABAP
  • Scala
  • Tier generator software
  • Apache Tomcat
  • Microsoft Visual FoxPro
  • Perforce Helix software
  • MongoDB
  • Clipper
  • SAS
  • Source code migration software
  • PostgreSQL
  • Call-processing language CPL
  • Microsoft Access
  • Python
  • Ada
  • Hewlett Packard HP-UX
  • Oracle WebLogic Server
  • Microsoft Visio
  • String oriented symbolic language SNOBOL
  • Debugging software
  • Adobe PostScript
  • Jupyter Notebook
  • Ext JS
  • Amazon Elastic Compute Cloud EC2
  • Microsoft FrontPage
  • Llama (Meta)
  • Bash
  • Canu
  • ChatGPT (OpenAI)
  • Customer information control system CICS
  • Eclipse IDE
  • Teradata Database
  • SAP Crystal Reports
  • C#
  • ESRI ArcGIS software
  • Decompilers
  • Pascal
  • Quest Erwin Data Modeler
  • FileMaker Pro
  • IBM InfoSphere DataStage
  • Gemini Code Assist
  • Nova (Amazon)
  • Veritas NetBackup
  • Just-in-time compiler
  • Computer aided design and drafting CADD software
  • Human resource management software HRMS
  • Modula
  • Microsoft Visual Studio
  • Objective Caml
  • Elasticsearch
  • SAP Adaptive Server Enterprise
  • Splunk Enterprise
  • Apache Ant
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  • Microsoft Visual Basic Scripting Edition VBScript
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  • Ansible software
  • Web service definition language WDSL
  • Adobe Flex
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  • Mainframe operating systems
  • Serial port cards
  • Computer servers
  • Desktop computers
  • Mainframe computers