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  • Reviewed work and interview prep
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Career tracks · what AI is absorbing

These job titles are ending. Choose what comes next.

  • QA Engineer
  • L1/L2 Support
  • Project Manager
  • Junior Developer
  • Reporting Analyst

Every track follows the same 30-day structure: a real workplace problem each day, four defended checkpoints and interview prep on the most-asked questions: with problems, projects and interview questions specific to that role.

  • Two people reviewing code together at their monitors
    Day 1 open now

    This job is changing

    QA Engineer, becoming AI Test Architect

    Testing, automation, defect analysis, API testing and AI-assisted QA.

    • Test design
    • Playwright automation
    • Defect analysis

    30 days · 4 checkpoints · interview prep

    Explore this track: QA Engineer
  • Support agents wearing headsets at their desks
    Day 1 open now

    This job is changing

    L1/L2 Support, becoming Conversational AI Operations Specialist

    Troubleshooting, ticket handling, incident response, escalation and customer communication.

    • Troubleshooting
    • Ticket handling
    • Incident response

    30 days · 4 checkpoints · interview prep

    Explore this track: L1/L2 Support
  • A hand arranging cards on a project planning board
    Day 1 open now

    This job is changing

    Project Manager, becoming AI Delivery Lead

    Planning, requirements, execution, risk management, stakeholder communication and reporting.

    • Planning
    • Requirements
    • Agile and Scrum

    30 days · 4 checkpoints · interview prep

    Explore this track: Project Manager
  • Colour-highlighted source code on a screen
    Day 1 open now

    This job is changing

    Junior Developer, becoming AI Engineering Associate

    Programming fundamentals, debugging, APIs, Git, frontend/backend basics and code quality.

    • JavaScript/TypeScript fundamentals
    • Debugging
    • REST APIs

    30 days · 4 checkpoints · interview prep

    Explore this track: Junior Developer
  • An analytics dashboard of charts on a laptop
    Day 1 open now

    This job is changing

    Reporting Analyst, becoming Analytics Automation Lead

    Excel or spreadsheet analysis, SQL basics, dashboards, data interpretation and business reporting.

    • Spreadsheet analysis
    • SQL basics
    • Dashboards

    30 days · 4 checkpoints · interview prep

    Explore this track: Reporting Analyst

  • Not sure which track?

    Pick the role closest to the work you already do: your experience carries over. See all five side by side.

    Compare the tracks

Side by side

Compare the tracks

TrackHeading toWeek 1 focusProjects
QA EngineerAI Test ArchitectThe new test stackPlaywright + API test suite for a demo e-commerce app, running in CI; Eval set and quality report for an AI chatbot feature
L1/L2 SupportConversational AI Operations SpecialistThe automated queueSupport playbook: knowledge articles, escalation matrix and incident templates; AI assistant flow design with evaluation of real transcripts
Project ManagerAI Delivery LeadDelivery foundationsEnd-to-end project plan: charter, backlog, timeline, risk register and status reports; Case study of an AI-assisted delivery process
Junior DeveloperAI Engineering AssociateFundamentals that still matterFull-stack app with API, tests and CI, deployed; Documented review of AI-generated code with fixes
Reporting AnalystAnalytics Automation LeadSpreadsheet and data foundationsKPI dashboard built on cleaned data with SQL queries; Automated monthly report with metric definitions and data-quality checks