Fresh AI-native roles matched to you daily · agent-drafted application answers · mock-interview prep.
"Product Manager" is becoming AI Product Engineer. "Marketer" is becoming GTM Engineer. Roles like Forward-Deployed Engineer and RAG Engineer didn't exist two years ago, and roles that need AI skills now carry a ~56% wage premium.
Landed is your AI copilot for this new market — it scouts every AI-native opening, drafts your application answers, preps you with company-specific mock interviews, and tracks every application end to end.
These open-source repos are our gift to job seekers. Start with the map:
🧭 awesome-ai-native-jobs — the map of the whole AI-native job market
| Repo | What | |
|---|---|---|
| 🤖 | AI Engineer | build products on top of LLMs — RAG, agents, evals, inference |
| 🧠 | LLM Engineer | fine-tuning, inference, and LLM product engineering |
| 🕹️ | AI Agent Engineer | planning, tool-use, orchestration, guardrails |
| 🧩 | AI Product Engineer | the PM who ships — owns product and builds AI features |
| 🤝 | Forward-Deployed Engineer | customer-embedded builder; part engineer, part consultant |
| 🛠️ | Solutions Engineer / Architect | technical pre-sales, integrations, deployment |
| 🚀 | GTM Engineer | automate go-to-market with code + AI |
| 🔬 | Applied Scientist / Research Eng | applied research, training, evaluation |
| 🛢️ | Data Engineer | pipelines and platforms that power AI |
| 📊 | Data Scientist | analytics, experimentation, ML at AI-native companies |
| 🦾 | AI Robotics & Embedded | perception, control, embedded ML |
| 💼 | Freelance & Advisory AI | fractional, contract, and advisory AI work |
| Repo | What | |
|---|---|---|
| 🔥 | Who's Hiring in AI | real hiring posts from founders on X, sorted by role |
| 💸 | Recently-Funded AI Startups | fresh-capital startups staffing up now |
| 🎓 | AI Fellowships & Residencies | 75 fellowships, residencies & programs with stipends and deadlines |
| Repo | What | |
|---|---|---|
| 📘 | AI Interview Guides | 33 company-by-company guides: process, questions, comp |
| ❓ | AI Interview Questions | 331 real questions with sources and ideal answers |
| 🧠 | Awesome AI Engineer Interview | questions, worked system designs, company guides |
| 🔎 | RAG Engineer Interview Questions | the definitive RAG/retrieval question bank |
| 📦 | AI PM Interview Prep | product sense, AI fluency, frameworks, real questions |
| Repo | What | |
|---|---|---|
| 🧪 | Projects to Land an AI Job | deep, buildable briefs with evals and a deploy path |
| 📦 | AI Engineer Portfolio Projects | 80+ buildable projects by theme |
| 🗺️ | AI Product Engineer Roadmap | skills, tools, milestones for the role |
| 🎯 | Become a GTM Engineer | the technical go-to-market roadmap |
| Repo | What | |
|---|---|---|
| 🧰 | Landed MCP Server | search jobs, prep applications, study — from any MCP client |
⭐ Star the repos that fit your path — the job lists refresh automatically every few days.
| Old title | → Becoming | The new edge |
|---|---|---|
| Product Manager | AI Product Engineer | ships AI features, not just specs |
| Marketer / SDR | GTM Engineer | automates revenue with code + AI |
| Data Analyst | RAG / Analytics Engineer | grounds AI in trusted data |
| Solutions Engineer | Forward-Deployed Engineer | customer-embedded builder |
Built with ❤️ for everyone breaking into AI-native work · landed.jobs