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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

  • 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.

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

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

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

  • Coordinate installation of software system.

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

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

  • 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.

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

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

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

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

  • Determine system performance standards.

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

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

Technologies & Software

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

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