🌳 Skill Tree
Visual learning paths for 99 careers. Each chain shows the optimal order to learn skills — from beginner to expert.
Skill Crossroads — learn once, unlock many careers
SQL14 careers
AI Product Manager · Backend Developer · Data Scientist · Machine Learning Engineer · Product Manager +9 more
Excel14 careers
Data Scientist · Accountant · Business Analyst · Compensation & Benefits Manager · Data Analyst +9 more
Communication13 careers
Product Manager · Business Development Manager · Customer Success Manager · Customer Support Specialist · Engineering Manager +8 more
Python9 careers
Backend Developer · Data Scientist · ML Platform Engineer · Machine Learning Engineer · Prompt Engineer +4 more
Figma8 careers
Frontend Developer · Product Manager · UX Researcher · Brand Designer · Design Ops Manager +3 more
Linux7 careers
Cloud Architect · Cybersecurity Analyst · DevOps Engineer · Platform Engineer · Site Reliability Engineer +2 more
CRM7 careers
Business Development Manager · Customer Success Manager · Customer Support Specialist · Marketing Ops Manager · Sales Development Rep +2 more
Analytics7 careers
Content Strategist · Operations Manager · Social Media Manager · Affiliate Marketing Manager · Community Manager +2 more
Most universal skills (appear in multiple careers)
99 careers with learning paths
After step 4: Choose your AI focus
✨
Generative AI
LLM Integration → RAG Systems → AI Safety
📈
ML Products
Recommendation Systems → Search/Ranking → MLOps
After step 5: Choose your language
🟢
Node.js Path
Express → TypeScript → Prisma
🐍
Python Path
FastAPI → SQLAlchemy → Celery
🔵
Go Path
Gin → gRPC → Concurrency
After step 3: Choose your cloud
🟠
AWS Architect
Solutions Architect → Well-Architected → Cost Optimization
🟣
Azure Architect
Azure AD → ARM Templates → Azure Monitor
🔵
GCP Architect
BigQuery → Anthos → Cloud Spanner
After step 4: Choose your focus
🗡️
Offensive (Red Team)
Kali Linux → Burp Suite → Exploit Development
🛡️
Defensive (Blue Team)
SOC Operations → Threat Hunting → Forensics
📋
GRC
ISO 27001 → SOC 2 → Risk Assessment
After step 5: Choose your domain
📈
Business Analytics
Tableau → A/B Testing → Product Analytics
🔬
Research / ML
Scikit-learn → Feature Engineering → Model Deployment
After step 5: Choose your cloud
🟠
AWS Path
ECS → CloudFormation → Lambda
🔵
GCP Path
GKE → Cloud Run → Cloud Build
🟣
Azure Path
AKS → Azure DevOps → Functions
After step 4: Choose your framework
⚛️
React Ecosystem
Next.js → Redux → React Query
💚
Vue Ecosystem
Vue 3 → Nuxt → Pinia
🔥
Svelte
SvelteKit → Svelte Store
After step 4: Choose your focus
🧠
Deep Learning
Neural Networks → CNNs → Transformers → GPU Computing
💬
NLP / LLMs
NLP → LLM Fine-tuning → RAG → Prompt Engineering
👁️
Computer Vision
OpenCV → Image Classification → Object Detection
After step 5: Choose your domain
🏢
B2B SaaS PM
Enterprise Sales → PLG Strategy → Pricing Models
👤
Consumer PM
Growth Hacking → Retention Loops → Virality
🔌
Platform PM
API Design → Developer Experience → Ecosystem Strategy
After step 5: Choose your focus
📊
Observability
Grafana → Prometheus → OpenTelemetry
⚙️
Platform Reliability
Chaos Engineering → SLOs/SLIs → Capacity Planning
After step 4: Choose your stack
⚛️
React/Next.js
TypeScript → Next.js → Tailwind → Vercel
🐍
Python/Django
Django → PostgreSQL → Celery → AWS
🟨
Full-Stack JS
Node.js → Express → MongoDB → GraphQL
After step 3: Choose your medium
🎬
YouTube / Video
Scripting → Video Editing → Thumbnails
✍️
Newsletter / Writing
Substack → Email Marketing → SEO Writing
🎓
Course / Community
Teachable → Community Building → Webinars
After step 4: Choose your channel
💰
Paid Ads
Facebook Ads → Google Ads → CPA Optimization
🌱
Organic / SEO
Technical SEO → Link Building → Content Clusters
📧
Email & CRM
Klaviyo → Segmentation → Lifecycle Marketing
After step 4: Choose your track
👥
People Leader
Coaching → Career Frameworks → Team Health
⚙️
Tech Lead Manager
Architecture Decisions → Tech Debt Strategy → IC Mentoring
After step 3: Choose your specialization
💻
Tech / IP
IP Law → Data Privacy → GDPR/CCPA
🏛️
Corporate / M&A
Due Diligence → Securities Law → Board Advisory
👥
Employment
Employment Law → Dispute Resolution → HR Compliance
After step 3: Choose your platform
⚛️
React Native
Expo → React Navigation → Native Modules
🍎
iOS (Swift)
SwiftUI → UIKit → Core Data
🤖
Android (Kotlin)
Jetpack Compose → Room → Coroutines
After step 4: Choose your domain
📊
Management Consulting
MECE → Case Frameworks → Deck Design
💻
Tech Consulting
Cloud Strategy → Digital Transformation → Architecture Reviews
After step 3: Choose your NLE
🟪
Premiere Pro
Dynamic Link → Multicam → Lumetri Color
🟥
DaVinci Resolve
Fusion → Color Wheels → Fairlight Audio
🍎
Final Cut Pro
Magnetic Timeline → Motion → Compressor
After step 3: Choose your niche
🏢
B2B / SaaS
Case Studies → Whitepapers → Thought Leadership
🛒
E-commerce
Product Descriptions → Email Sequences → Landing Pages
📰
Media / Journalism
Investigative Writing → Interviewing → Fact-Checking