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Automation Risk Analysis

Will “AI Specialist (Artificial Intelligence Specialist)” be Automated?

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AI Exposure Risk

58%

“AI Specialist (Artificial Intelligence Specialist)” 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%

“AI Specialist (Artificial Intelligence Specialist)” 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

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

  • Determine system performance standards.

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

  • 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.

  • Train users to use new or modified equipment.

  • 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.

  • Coordinate installation of software system.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles