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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

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

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

  • Determine system performance standards.

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

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

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

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

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

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

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

  • 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.

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

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

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

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

Technologies & Software

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  • Call-processing language CPL
  • J
  • Regression testing software
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  • TensorFlow
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  • Apache Flume
  • React
  • Puppet
  • Google Sheets
  • JUnit
  • Dynamic analysis software
  • Hewlett Packard HP-UX
  • XML Path Language XPATH
  • NoSQL
  • Ruby on Rails
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  • Magellan Firmware
  • Extensible stylesheet language transformations XSLT
  • Load testing software
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  • AWK
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  • Perl
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  • A programming language APL
  • Microsoft Word
  • Relational database management software
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  • Unified modeling language UML
  • Apache Ant
  • Object Management Group Object Request Broker
  • Open Graphics Library OpenGL
  • IBM Rational ClearQuest
  • Dropbox
  • RabbitMQ
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  • Kubernetes
  • Adobe InDesign
  • Grok (xAI)
  • Eclipse Jersey
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  • GitHub
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  • Apache Cassandra
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  • Docker
  • JavaScript framework software
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  • Microsoft SQL Server
  • Django
  • List processing language LISP
  • Microsoft Active Server Pages ASP
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  • Oracle PeopleSoft Financials
  • Red Hat Enterprise Linux
  • Workday software
  • Microsoft Team Foundation Server
  • Web service definition language WDSL
  • React Native
  • Advanced business application programming ABAP
  • Google Angular
  • Ext JS
  • Web application software
  • Microsoft Windows Server
  • Unit testing software
  • Oracle Business Intelligence Enterprise Edition
  • Jupyter Notebook
  • UNIX Shell
  • Oracle Business Intelligence Discoverer
  • Minitab
  • IBM Cognos Impromptu
  • PostgreSQL
  • Microsoft Exchange
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  • IBM DB2
  • E++ pattern language
  • Microsoft Dynamics GP
  • TypeScript
  • Ruby
  • Oracle PL/SQL
  • Talend Data Fabric
  • IBM WebSphere
  • Spring Framework
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  • Microsoft Power Automate
  • Vue.js
  • LexisNexis
  • Kimi (Moonshot AI)
  • Microsoft ESP SDK
  • Common Lisp Object System CLOS
  • Apache Kafka
  • Atlassian JIRA
  • Extensible markup language XML
  • Salesforce Visualforce
  • Graphical user interface GUI design software
  • WordPress
  • Microsoft Azure DevOps Services
  • Llama (Meta)
  • Web server software
  • JFrog Artifactory
  • Sun Microsystems Java Persistence API
  • ICON programming language
  • Microsoft transact-structural query language T-SQL
  • Microsoft Publisher
  • Hibernate ORM
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  • v0 by Vercel
  • Component-based Scalable Logical Architecture CSLA
  • RESTful API
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  • Programming language one PL/I
  • Oracle JavaServer Pages JSP
  • Microsoft Visual Studio
  • Node.js
  • Cascading style sheets CSS
  • Algorithmic language ALGOL
  • Hypertext markup language HTML
  • Oracle Business Intelligence Suite
  • Veritas NetBackup
  • Google Sites
  • Job control language JCL
  • Amazon DynamoDB
  • Event-driven State-machines Programming
  • SmugMug Flickr
  • Oracle Application Server
  • Microsoft Power BI
  • Operating system shells
  • SAP PowerBuilder
  • Transact-SQL
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  • Red Hat OpenShift
  • C++
  • Google Gmail
  • SAP NetWeaver
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  • Apache Solr
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  • Graphical user interface GUI builder software
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  • Canu
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  • Oracle Cloud software
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  • Claude (Anthropic)
  • Computer On-line Real-time Applications Language CORAL 66
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  • Oracle JDBC
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  • GitHub Copilot
  • Mistral (Mistral AI)
  • American National Standards Institute ANSI C
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  • Adobe After Effects
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  • Apache Hive
  • Microsoft Visual Basic.NET
  • Microsoft Visual Basic
  • Microsoft Excel
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  • Distributed component object model DCOM software
  • Nova (Amazon)
  • Adobe Illustrator
  • Symantec Visual Cafe
  • Apple iOS
  • Oracle E-Business Suite Financials
  • Beginner's all-purpose symbolic instruction code BASIC
  • Evernote
  • Figma
  • Xcode
  • Storage area network SAN software
  • Mutation testing software
  • Swift
  • Microsoft Internet Information Services (IIS)
  • Atlassian Confluence
  • Apache Pig
  • Oracle Hyperion
  • Voice over internet protocol VoIP system software
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  • Redis
  • IBM WebSphere MQ
  • Go
  • Document management system software
  • Smalltalk
  • Zoom
  • Oracle PeopleSoft
  • Real time operating system RTOS software
  • IBM SPSS Statistics
  • GitLab
  • Alteryx software
  • JavaScript Object Notation JSON
  • Microsoft SQL Server Reporting Services SSRS
  • Apache HBase
  • Ada
  • ADO.NET
  • ChatGPT (OpenAI)
  • Gambit Scheme
  • JamBoard
  • Logic analyzers
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  • Mainframe computers
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  • Digital cameras
  • Graphics processing unit GPU
  • In circuit emulators ICE
  • Desktop computers
  • Directory servers
  • Multi-core central processing unit CPU

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