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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 Vision8 Deep Learning14 Feature Engineering3 Large Language Models21 MLOps3 Machine Learning19 Model Evaluation & Validation4 Natural Language Processing7 Prompt Engineering3 PyTorch2 RAG & Vector Databases5 Recommender Systems1 TensorFlow2 scikit-learn3

Business & Operations

18

Accounting Fundamentals13 Budgeting & Cost Management3 Business Process Analysis6 CRM Management12 Change Management4 Competitive Analysis3 Customer Support Operations5 Financial Modeling9 HR & Talent Management6 Jira & Confluence4 OKRs & Goal Setting3 Pricing & Packaging1 Project Planning & Scheduling7 Risk Management7 Sales Fundamentals8 Salesforce Administration1 Supply Chain & Operations3 Vendor & Contract Management1

cloud-devops

15

AWS13 CI/CD5 Cloud Cost Optimization3 Docker7 Google Cloud Platform6 Incident Response & On-Call5 Kubernetes7 Linux Administration12 Microsoft Azure1 Monitoring & Observability6 Networking Fundamentals7 Serverless Architecture3 Shell Scripting5 Site Reliability Engineering3 Terraform3

creative

3

After Effects4 Portfolio Development Storytelling & Narrative8

Data & Analytics

28

Design & UX

13

Adobe Creative Suite5 Design Systems2 Figma5 Information Architecture1 Instructional Design6 Interaction Design2 Mobile UI Patterns6 Motion Design5 UI Design8 UX Design5 Usability Testing3 User Research4 Wireframing & Prototyping2

finance

3

Financial Forecasting5 GAAP Basics4 QuickBooks3

healthcare

4

EHR Systems3 HIPAA Compliance4 ICD-10 & CPT Coding2 Medical Terminology5

hr

5

ATS Tools2 Compensation Basics2 Employment Law Basics1 HRIS Systems1 Sourcing & Recruiting4

learning

2

Articulate Storyline3 Facilitation5

Marketing & Growth

14

Brand Strategy4 Community Management1 Content Marketing11 Conversion Rate Optimization3 Copywriting6 Email Marketing5 Growth Marketing3 Marketing Analytics10 Marketing Automation2 Paid Advertising5 Public Relations1 SEO5 Social Media Marketing4 Video Production & Editing8

Product & Project

7

Agile & Scrum11 Go-to-Market Strategy2 Product Analytics5 Product Discovery4 Product Strategy8 Roadmapping & Prioritization3 Writing User Stories & Requirements5

Programming & Development

66

.NET1 API Testing2 AR/VR Development1 Android Development2 Angular1 App Store Deployment4 Authentication & Authorization4 Blockchain & Smart Contracts3 C#2 C++4 CSS10 Caching Strategies2 Concurrency & Parallelism2 Cypress1 Data Structures & Algorithms10 Django3 Embedded Systems & IoT6 Express.js3 FastAPI1 Flask Flutter1 Functional Programming3 Game Development6 Git4 Go1 GraphQL1 HTML8 Java6 JavaScript23 Kotlin1 Laravel1 Manual Testing & QA Fundamentals2 Message Queues3 Microservices Architecture4 Next.js8 Node.js10 ORM & Query Builders5 Object-Oriented Programming7 PHP2 Performance & Load Testing2 Playwright1 Python34 REST API Design9 React11 React Native1 Responsive Web Design5 Robotics2 Ruby1 Ruby on Rails1 Rust4 Selenium1 Spring Boot2 State Management4 Svelte1 Swift3 System Design3 Tailwind CSS1 Test Automation5 Testing & TDD4 TypeScript5 Vue.js1 Web Accessibility2 Web Performance Optimization2 WebSockets & Real-Time Systems24 Webpack & Build Tools1 iOS Development1

sales

3

Customer Onboarding4 Prospecting & Outbound4 Sales Methodology4

Security

11

Application Security4 Cloud Security5 Compliance & Risk Management7 Cryptography Basics3 Digital Forensics4 Identity & Access Management6 Network Security6 Penetration Testing3 Security Fundamentals8 Security Operations & SIEM4 Threat Intelligence & Hunting1

Soft Skills

12

API Documentation3 Communication31 Cross-Functional Collaboration7 Customer Empathy6 Leadership13 Mentoring & Coaching3 Negotiation9 Presentation Skills8 Problem Solving3 Stakeholder Management7 Technical Writing4 Time Management1