Skills
Product Skills
Agentic AI is the most in-demand skill for Product roles, asked for in 40% of 482 live Product listings. The most-requested skills are Agentic AI, Machine Learning, LLMs, Generative AI, and SQL.
Ranked by live-role demand across active Product listings. Updated 11 hours ago.
Most-requested skills
| Skill | Share of roles | Listings |
|---|---|---|
| Agentic AI | 40% | 192 |
| Machine Learning | 32% | 154 |
| LLMs | 21% | 102 |
| Generative AI | 11% | 55 |
| SQL | 10% | 50 |
| Data Science | 10% | 47 |
| Data Engineering | 8% | 40 |
| Robotics | 8% | 38 |
| Distributed Systems | 7% | 32 |
| GPU | 7% | 32 |
| Autonomous Vehicles | 6% | 30 |
| Python | 5% | 26 |
| Snowflake | 5% | 26 |
| React | 4% | 18 |
| TypeScript | 4% | 18 |
| Foundation Models | 4% | 18 |
| Model Context Protocol | 3% | 15 |
| AWS | 3% | 15 |
| Prompt Engineering | 3% | 14 |
| Kubernetes | 3% | 14 |
| RAG | 2% | 12 |
| Fine-tuning | 2% | 11 |
| CUDA | 2% | 11 |
| Computer Vision | 2% | 11 |
| Databricks | 2% | 10 |
| Embeddings | 2% | 10 |
| Multimodal | 2% | 10 |
| CI/CD | 2% | 8 |
| NLP | 2% | 8 |
| Reinforcement Learning | 1% | 7 |
| Azure | 1% | 7 |
| Deep Learning | 1% | 7 |
| GCP | 1% | 7 |
| LangChain | 1% | 7 |
| PyTorch | 1% | 7 |
| vLLM | 1% | 7 |
| Vector Databases | 1% | 6 |
| Hugging Face | 1% | 6 |
| Spark | 1% | 6 |
| Mistral | 1% | 6 |
| Speech Recognition | 1% | 5 |
| Terraform | 1% | 5 |
| TensorRT | 1% | 4 |
| Tableau | 1% | 4 |
| LangGraph | 1% | 4 |
| Kafka | 1% | 4 |
| TensorFlow | 1% | 3 |
| dbt | 1% | 3 |
| Node.js | 1% | 3 |
| Diffusion Models | 1% | 3 |
| iOS | 1% | 3 |
| LlamaIndex | 1% | 3 |
Go deeper
About this data
- What skills do Product roles need?
- Agentic AI is the most in-demand skill for Product roles, asked for in 40% of 482 live Product listings. The most-requested skills are Agentic AI, Machine Learning, LLMs, Generative AI, and SQL.
- How is demand measured?
- We scan the title and description of every active Product listing for a curated vocabulary of skills, then rank each by the number of distinct live roles that mention it. Share is that count divided by all active Product roles.
- How current is it?
- It reflects live listings and updates as new roles are posted and old ones close.