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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

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

  • 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.

  • Develop Web sites.

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

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

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

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

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

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

  • Train subordinates in programming and program coding.

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

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

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

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

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

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

Technologies & Software

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