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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

  • Develop Web sites.

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

  • Train subordinates in programming and program coding.

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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