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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

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

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

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

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

  • 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.

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

  • 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.

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

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

  • Train users to use new or modified equipment.

  • 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

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

Alternative Job Titles