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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

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

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

  • 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.

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

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

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

  • Determine system performance standards.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles