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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

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

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

  • 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.

  • 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.

  • Train users to use new or modified equipment.

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

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

  • Coordinate installation of software system.

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

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

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

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

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

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

  • Determine system performance standards.

Technologies & Software

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

Alternative Job Titles