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Automation Risk Analysis

Will “Computer Consultant” be Automated?

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AI Exposure Risk

58%

“Computer Consultant” 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%

“Computer Consultant” 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 and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

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

  • Determine system performance standards.

  • Train users to use new or modified equipment.

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

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

  • 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.

  • 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.

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

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

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

  • Coordinate installation of software system.

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

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

Technologies & Software

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

Alternative Job Titles