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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 Learning30 Feature Engineering5 Large Language Models67 MLOps8 Machine Learning57 Model Evaluation & Validation4 Natural Language Processing10 Prompt Engineering13 PyTorch8 RAG & Vector Databases9 Recommender Systems2 TensorFlow7 scikit-learn3

Business & Operations

18

Accounting Fundamentals27 Budgeting & Cost Management3 Business Process Analysis6 CRM Management21 Change Management6 Competitive Analysis10 Customer Support Operations8 Financial Modeling16 HR & Talent Management8 Jira & Confluence9 OKRs & Goal Setting5 Pricing & Packaging3 Project Planning & Scheduling7 Risk Management18 Sales Fundamentals12 Salesforce Administration1 Supply Chain & Operations7 Vendor & Contract Management3

cloud-devops

15

AWS38 CI/CD14 Cloud Cost Optimization3 Docker15 Google Cloud Platform37 Incident Response & On-Call6 Kubernetes17 Linux Administration28 Microsoft Azure10 Monitoring & Observability10 Networking Fundamentals12 Serverless Architecture6 Shell Scripting7 Site Reliability Engineering3 Terraform10

creative

3

After Effects7 Portfolio Development1 Storytelling & Narrative21

Data & Analytics

28

Design & UX

13

Adobe Creative Suite7 Design Systems5 Figma6 Information Architecture1 Instructional Design6 Interaction Design2 Mobile UI Patterns6 Motion Design9 UI Design11 UX Design8 Usability Testing4 User Research5 Wireframing & Prototyping11

finance

3

Financial Forecasting5 GAAP Basics4 QuickBooks4

healthcare

4

EHR Systems7 HIPAA Compliance5 ICD-10 & CPT Coding2 Medical Terminology6

hr

5

ATS Tools2 Compensation Basics2 Employment Law Basics1 HRIS Systems1 Sourcing & Recruiting9

learning

2

Articulate Storyline3 Facilitation5

Marketing & Growth

14

Brand Strategy8 Community Management1 Content Marketing13 Conversion Rate Optimization4 Copywriting8 Email Marketing8 Growth Marketing3 Marketing Analytics14 Marketing Automation3 Paid Advertising7 Public Relations2 SEO7 Social Media Marketing5 Video Production & Editing9

Product & Project

7

Agile & Scrum32 Go-to-Market Strategy2 Product Analytics6 Product Discovery4 Product Strategy9 Roadmapping & Prioritization3 Writing User Stories & Requirements9

Programming & Development

66

.NET3 API Testing4 AR/VR Development1 Android Development6 Angular4 App Store Deployment5 Authentication & Authorization4 Blockchain & Smart Contracts11 C#2 C++4 CSS18 Caching Strategies5 Concurrency & Parallelism2 Cypress2 Data Structures & Algorithms23 Django5 Embedded Systems & IoT14 Express.js8 FastAPI1 Flask1 Flutter1 Functional Programming4 Game Development13 Git14 Go2 GraphQL1 HTML16 Java28 JavaScript34 Kotlin4 Laravel1 Manual Testing & QA Fundamentals5 Message Queues5 Microservices Architecture5 Next.js33 Node.js20 ORM & Query Builders6 Object-Oriented Programming13 PHP3 Performance & Load Testing2 Playwright1 Python61 REST API Design15 React19 React Native1 Responsive Web Design6 Robotics4 Ruby1 Ruby on Rails1 Rust8 Selenium1 Spring Boot9 State Management7 Svelte1 Swift7 System Design6 Tailwind CSS1 Test Automation7 Testing & TDD7 TypeScript7 Vue.js1 Web Accessibility4 Web Performance Optimization3 WebSockets & Real-Time Systems108 Webpack & Build Tools1 iOS Development8

sales

3

Customer Onboarding4 Prospecting & Outbound5 Sales Methodology4

Security

11

Application Security6 Cloud Security7 Compliance & Risk Management10 Cryptography Basics12 Digital Forensics5 Identity & Access Management7 Network Security7 Penetration Testing6 Security Fundamentals15 Security Operations & SIEM8 Threat Intelligence & Hunting1

Soft Skills

12

API Documentation5 Communication67 Cross-Functional Collaboration21 Customer Empathy6 Leadership36 Mentoring & Coaching3 Negotiation13 Presentation Skills9 Problem Solving9 Stakeholder Management8 Technical Writing13 Time Management4