STEP 03 — SKILLS
What skills do these roles need today?
Capture the core competencies each role relies on — the baseline we'll compare against once AI enters the picture.
Alex Kim
Senior Software Engineer
Feature Delivery (1.0)
System DesignCode ReviewMentoring
Ben Foster
Product Manager
Product Discovery & Roadmap (1.0)
Stakeholder CommunicationCompetitive AnalysisAnalytics
Diego Alvarez
QA Engineer
Quality & Release Readiness (1.0)
Performance TestingSecurity TestingExploratory Testing
Grace Liu
Product Manager
Product Discovery & Roadmap (1.0)
Roadmap PrioritisationUser ResearchSpec Writing
Jordan Lee
Software Engineer
Feature Delivery (1.0)
Backend DevelopmentAPI DesignDebugging
Maya Chen
QA Engineer
Quality & Release Readiness (1.0)
Test AutomationTest StrategyBug Triage
Nina Torres
Software Engineer
Feature Delivery (1.0)
Full-Stack DevelopmentCI/CDDebugging
Sam Patel
Software Engineer
Feature Delivery (1.0)
Frontend DevelopmentUI EngineeringTesting