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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

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

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

  • 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.

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

  • Coordinate installation of software system.

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

  • Determine system performance standards.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

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