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Automation Risk Analysis

Will “DevOps Engineer (Development Operations Engineer)” be Automated?

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AI Exposure Risk

58%

“DevOps Engineer (Development Operations 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“DevOps Engineer (Development Operations Engineer)” 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

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

  • 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.

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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

  • 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.

Technologies & Software

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

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