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Automation Risk Analysis

Will “DevOps Architect (Development and Operations Architect)” be Automated?

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AI Exposure Risk

58%

“DevOps Architect (Development and Operations Architect)” 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%

“DevOps Architect (Development and Operations Architect)” 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

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

  • Determine system performance standards.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

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

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

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

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

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

  • Coordinate installation of software system.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

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

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

  • Train users to use new or modified equipment.

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

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

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

Technologies & Software

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

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