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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 Learning35 Feature Engineering7 Large Language Models102 MLOps12 Machine Learning81 Model Evaluation & Validation5 Natural Language Processing15 Prompt Engineering19 PyTorch9 RAG & Vector Databases16 Recommender Systems3 TensorFlow7 scikit-learn3

Business & Operations

18

Accounting Fundamentals35 Budgeting & Cost Management3 Business Process Analysis7 CRM Management26 Change Management8 Competitive Analysis11 Customer Support Operations8 Financial Modeling21 HR & Talent Management14 Jira & Confluence10 OKRs & Goal Setting6 Pricing & Packaging3 Project Planning & Scheduling9 Risk Management24 Sales Fundamentals12 Salesforce Administration1 Supply Chain & Operations11 Vendor & Contract Management3

cloud-devops

15

AWS51 CI/CD20 Cloud Cost Optimization3 Docker26 Google Cloud Platform61 Incident Response & On-Call7 Kubernetes26 Linux Administration42 Microsoft Azure23 Monitoring & Observability13 Networking Fundamentals16 Serverless Architecture8 Shell Scripting8 Site Reliability Engineering4 Terraform14

creative

3

After Effects9 Portfolio Development2 Storytelling & Narrative25

Data & Analytics

28

Design & UX

13

Adobe Creative Suite9 Design Systems5 Figma6 Information Architecture1 Instructional Design6 Interaction Design4 Mobile UI Patterns6 Motion Design15 UI Design14 UX Design11 Usability Testing5 User Research7 Wireframing & Prototyping12

finance

3

Financial Forecasting6 GAAP Basics3 QuickBooks6

healthcare

4

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

hr

5

ATS Tools3 Compensation Basics3 Employment Law Basics1 HRIS Systems1 Sourcing & Recruiting10

learning

2

Articulate Storyline3 Facilitation5

Marketing & Growth

14

Brand Strategy12 Community Management1 Content Marketing13 Conversion Rate Optimization4 Copywriting8 Email Marketing9 Growth Marketing3 Marketing Analytics14 Marketing Automation4 Paid Advertising7 Public Relations3 SEO11 Social Media Marketing6 Video Production & Editing10

Product & Project

7

Agile & Scrum45 Go-to-Market Strategy2 Product Analytics6 Product Discovery4 Product Strategy10 Roadmapping & Prioritization6 Writing User Stories & Requirements11

Programming & Development

66

.NET3 API Testing4 AR/VR Development3 Android Development9 Angular13 App Store Deployment5 Authentication & Authorization4 Blockchain & Smart Contracts15 C#2 C++5 CSS25 Caching Strategies9 Concurrency & Parallelism2 Cypress2 Data Structures & Algorithms35 Django5 Embedded Systems & IoT19 Express.js11 FastAPI1 Flask1 Flutter3 Functional Programming4 Game Development21 Git23 Go3 GraphQL3 HTML24 Java40 JavaScript45 Kotlin4 Laravel1 Manual Testing & QA Fundamentals6 Message Queues7 Microservices Architecture5 Next.js62 Node.js28 ORM & Query Builders6 Object-Oriented Programming18 PHP3 Performance & Load Testing2 Playwright1 Python91 REST API Design21 React26 React Native4 Responsive Web Design6 Robotics7 Ruby2 Ruby on Rails1 Rust10 Selenium1 Spring Boot11 State Management8 Svelte2 Swift7 System Design9 Tailwind CSS1 Test Automation9 Testing & TDD10 TypeScript9 Vue.js2 Web Accessibility4 Web Performance Optimization6 WebSockets & Real-Time Systems163 Webpack & Build Tools1 iOS Development12

sales

3

Customer Onboarding4 Prospecting & Outbound5 Sales Methodology4

Security

11

Application Security9 Cloud Security10 Compliance & Risk Management11 Cryptography Basics12 Digital Forensics6 Identity & Access Management8 Network Security10 Penetration Testing10 Security Fundamentals21 Security Operations & SIEM10 Threat Intelligence & Hunting1

Soft Skills

12

API Documentation6 Communication96 Cross-Functional Collaboration36 Customer Empathy6 Leadership64 Mentoring & Coaching3 Negotiation16 Presentation Skills9 Problem Solving12 Stakeholder Management9 Technical Writing18 Time Management4