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// 218 skills mapped

The skills index

Every skill in the taxonomy, mapped to the careers that require it and the courses that teach it. Wondering which ones you're missing? Find your skill gaps.

AI & Machine Learning

14

Computer Vision13 Deep Learning31 Feature Engineering5 Large Language Models79 MLOps10 Machine Learning62 Model Evaluation & Validation4 Natural Language Processing11 Prompt Engineering13 PyTorch9 RAG & Vector Databases10 Recommender Systems3 TensorFlow7 scikit-learn3

Business & Operations

18

Accounting Fundamentals29 Budgeting & Cost Management3 Business Process Analysis6 CRM Management22 Change Management8 Competitive Analysis10 Customer Support Operations8 Financial Modeling17 HR & Talent Management10 Jira & Confluence9 OKRs & Goal Setting6 Pricing & Packaging3 Project Planning & Scheduling7 Risk Management20 Sales Fundamentals12 Salesforce Administration1 Supply Chain & Operations10 Vendor & Contract Management3

cloud-devops

15

AWS42 CI/CD18 Cloud Cost Optimization3 Docker17 Google Cloud Platform45 Incident Response & On-Call6 Kubernetes21 Linux Administration30 Microsoft Azure14 Monitoring & Observability10 Networking Fundamentals12 Serverless Architecture6 Shell Scripting7 Site Reliability Engineering3 Terraform10

creative

3

After Effects7 Portfolio Development1 Storytelling & Narrative23

Data & Analytics

28

Design & UX

13

Adobe Creative Suite8 Design Systems5 Figma6 Information Architecture1 Instructional Design6 Interaction Design2 Mobile UI Patterns6 Motion Design11 UI Design12 UX Design9 Usability Testing4 User Research7 Wireframing & Prototyping11

finance

3

Financial Forecasting5 GAAP Basics4 QuickBooks4

healthcare

4

EHR Systems7 HIPAA Compliance5 ICD-10 & CPT Coding2 Medical Terminology7

hr

5

ATS Tools3 Compensation Basics2 Employment Law Basics1 HRIS Systems1 Sourcing & Recruiting10

learning

2

Articulate Storyline3 Facilitation5

Marketing & Growth

14

Brand Strategy10 Community Management1 Content Marketing13 Conversion Rate Optimization4 Copywriting8 Email Marketing9 Growth Marketing3 Marketing Analytics14 Marketing Automation3 Paid Advertising7 Public Relations3 SEO8 Social Media Marketing5 Video Production & Editing9

Product & Project

7

Agile & Scrum35 Go-to-Market Strategy2 Product Analytics6 Product Discovery4 Product Strategy10 Roadmapping & Prioritization4 Writing User Stories & Requirements11

Programming & Development

66

.NET3 API Testing4 AR/VR Development2 Android Development8 Angular7 App Store Deployment5 Authentication & Authorization4 Blockchain & Smart Contracts11 C#2 C++4 CSS21 Caching Strategies7 Concurrency & Parallelism2 Cypress2 Data Structures & Algorithms24 Django5 Embedded Systems & IoT15 Express.js9 FastAPI1 Flask1 Flutter3 Functional Programming4 Game Development15 Git17 Go3 GraphQL1 HTML20 Java36 JavaScript39 Kotlin4 Laravel1 Manual Testing & QA Fundamentals5 Message Queues5 Microservices Architecture5 Next.js47 Node.js23 ORM & Query Builders6 Object-Oriented Programming16 PHP3 Performance & Load Testing2 Playwright1 Python72 REST API Design15 React23 React Native3 Responsive Web Design6 Robotics6 Ruby1 Ruby on Rails1 Rust8 Selenium1 Spring Boot10 State Management8 Svelte1 Swift7 System Design8 Tailwind CSS1 Test Automation7 Testing & TDD8 TypeScript8 Vue.js1 Web Accessibility4 Web Performance Optimization4 WebSockets & Real-Time Systems132 Webpack & Build Tools1 iOS Development10

sales

3

Customer Onboarding4 Prospecting & Outbound5 Sales Methodology4

Security

11

Application Security7 Cloud Security8 Compliance & Risk Management10 Cryptography Basics12 Digital Forensics5 Identity & Access Management8 Network Security7 Penetration Testing7 Security Fundamentals17 Security Operations & SIEM9 Threat Intelligence & Hunting1

Soft Skills

12

API Documentation5 Communication77 Cross-Functional Collaboration24 Customer Empathy6 Leadership50 Mentoring & Coaching3 Negotiation13 Presentation Skills9 Problem Solving9 Stakeholder Management8 Technical Writing13 Time Management4