The AI Internship
AI Skills by Role · 2026

What AI skills do you actually need for your role?

Skip the generic AI hype. Find the exact tools, skills, and learning path for your specific job in 2026.

8 role paths

📊

AI Product Manager

Own the roadmap for AI features. Learn LLM fundamentals, evaluation frameworks, and how to ship AI products that users trust.

LLM EvalsPrompt EngineeringAI RoadmappingSafety

4 recommended courses

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💻

Software Engineer

Build production AI systems. Master Claude Code, Cursor, AI agent architectures, and MLOps for real-world deployment.

Claude CodeAI AgentsMLOpsLangChain / n8n

6 recommended courses

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📈

Growth Marketer

Scale acquisition with AI. Automate GTM workflows, write converting copy faster, and use AI for paid, email, and content at scale.

AI CopywritingGTM AutomationCold OutreachPaid AI

5 recommended courses

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🔬

Data Scientist

Take your ML models to production. Learn MLOps, deep learning deployment, and how to work alongside LLMs in modern data stacks.

MLOpsDeep LearningLLM IntegrationEvals

4 recommended courses

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🚀

Founder & Entrepreneur

Build and launch AI-native products. From no-code MVPs to funded startups, learn how to build, ship, and grow with AI.

No-Code AIAI AutomationGo-to-MarketSide Projects

6 recommended courses

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🎯

Marketing Manager

Produce more, spend less. Use AI for content strategy, social, SEO, ads, and campaign management — without hiring more headcount.

AI ContentAI AdsSEO AutomationBrand AI

4 recommended courses

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🤝

Sales Professional

Close more with AI-assisted outreach. Master cold email, personalization at scale, and AI tools that keep your pipeline full.

Cold Email AISales AutomationPersonalizationCRM AI

3 recommended courses

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🎨

Product Designer

Design AI-native experiences. Use Claude and design AI tools to go from brief to prototype faster, and design for probabilistic interfaces.

Claude for DesignAI PrototypingUX for AIDesign Systems

3 recommended courses

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For Teams

Upskill your entire team by role

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