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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

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

  • 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.

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

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

  • Coordinate installation of software system.

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

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

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

  • 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.

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

  • Train users to use new or modified equipment.

  • Determine system performance standards.

  • 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

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

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