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Automation Risk Analysis

Will “DevOps Developer (Development and Operations Developer)” be Automated?

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AI Exposure Risk

58%

“DevOps Developer (Development and Operations Developer)” 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 Developer (Development and Operations Developer)” 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

  • Determine system performance standards.

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

  • Coordinate installation of software system.

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

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

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

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

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

  • 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.

  • Train users to use new or modified equipment.

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

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

  • 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.

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

  • 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

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

Alternative Job Titles