UX
Economics
Analytics tools
Communication
Skills
Skills
Leadership
Skills
Skills
Stakeholder
Management
Management
Team
Management
Management
API
Metrics / SLI
Project Complexity Estimation
System Design
Security
Reliability
Metrics / SLI
Project Complexity Estimation
System Design
Security
Reliability
•
•
•
•
•
•
•
•
•
•
•
Backlog
Management
Management
Sprint Planning
Prioritisation
Prioritisation
•
•
•
•
Confidence Intervals
Product Hypotheses
Statistical Power
Test Interpretation
Product Hypotheses
Statistical Power
Test Interpretation
•
•
•
•
•
•
•
ML Problem Types
Features & Data
Model Quality
Features & Data
Model Quality
•
•
•
•
•
Team Leadership
Autonomy
People Management
Autonomy
People Management
•
•
•
•
•
RACI Matrix
Negotiations
Negotiations
•
•
•
Stakeholder Matrix
•
Expectation
Management
Management
•
Comms Style
Interview
Clarity
Interview
Clarity
•
•
•
•
•
Market Analytics
CompetitiveAnalysis
MVP (RAT)
Cust Dev
JTBD
CompetitiveAnalysis
MVP (RAT)
Cust Dev
JTBD
•
•
•
•
•
•
•
•
•
Google Analytics
Amplitude
Mixpanel
Amplitude
Mixpanel
•
•
•
•
•
SQL
BI Tools
BI Tools
•
•
•
Data
Interpretation
Interpretation
•
PnL
Unit Economics
Unit Economics
•
•
•
Design Product
UX Research
UI System
Design Patterns
Prototyping
UX Research
UI System
Design Patterns
Prototyping
•
•
•
•
•
•
•
•
•
Roadmap
OKR
OKR
•
•
•
Strategy / Vision
•
Segmentation
Funnels
Funnels
•
•
•
Cohort Analysis
•