"Product Manager" is becoming AI Product Engineer. "Marketer" is becoming GTM Engineer. Roles like Forward-Deployed Engineer and RAG Engineer barely existed two years ago.
landed helps you find and land these roles: fresh roles matched to you every day, application answers drafted with Enzo for you to review, and company-specific mock interviews.
These open-source repos are free for every job seeker. Start with the map:
🧭 awesome-ai-native-jobs: every landed job list and guide in one place
Refreshed automatically every 2 days from landed's job database. Global roles with US and worldwide-remote roles first, top-rated companies ahead of the rest.
| Repo | What | |
|---|---|---|
| 🤖 | AI Engineer | build products on top of LLMs: RAG, agents, evals, inference |
| 🧠 | LLM & AI Agent Engineer | LLM products, agents, orchestration, evals |
| ⚙️ | Machine Learning Engineer | train, ship, and operate ML models in production |
| 🔬 | AI Research Scientist / Research Engineer | AI research, training, and evaluation |
| 🤝 | Forward-Deployed Engineer | customer-embedded builder, part engineer, part consultant |
| 🛠️ | Solutions Engineer / Architect | technical pre-sales, integrations, deployment |
| 🛢️ | Data Engineer | pipelines and platforms that power AI |
| 📊 | Data Scientist | analytics, experimentation, machine learning |
| 🦾 | Robotics & Embedded Engineer | robotics, perception, autonomy, embedded |
| 🚀 | GTM Engineer | automate go-to-market with code and AI |
| 💼 | Contract & Freelance Tech | contract, freelance, and fractional tech roles |
| 🧩 | Product Manager | product managers, including AI product roles |
| 🎨 | Product Designer | product, UX, and interaction design |
| 💻 | Software Engineer | backend, frontend, full stack, platform, product engineering |
| 🎓 | Tech Intern | internships and co-ops in tech roles |
| 🌱 | New Grad & Entry-Level | new grad, junior, and fresher tech roles |
| 🌐 | Remote Tech | remote software, AI, data, product, and design roles |
| 🇮🇳 | India Tech | software, AI, data, product, and design roles in India |
| Repo | What | |
|---|---|---|
| 📘 | AI Interview Guides | company-by-company guides: process, questions, comp |
| ❓ | AI Interview Questions | real questions with sources and ideal answers |
| 🧠 | Awesome AI Engineer Interview | questions, worked system designs, company guides |
| 🔎 | RAG Engineer Interview Questions | RAG and retrieval interview questions |
| 📦 | 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 | 85+ buildable projects by theme |
| 🗺️ | AI Product Engineer Roadmap | skills, tools, milestones for the role |
| 🎯 | Become a GTM Engineer | the technical go-to-market roadmap |
| 🧭 | AI Job Hunt OS | open-source agent skills for your own job search |
| Repo | What | |
|---|---|---|
| 🧰 | landed MCP Server | search jobs and study from any MCP client |
⭐ Star the repos that fit your path. The job lists refresh automatically every 2 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 for everyone breaking into AI-native work · landed.jobs



