Skills
Product Skills
Agentic AI is the most in-demand skill for Product roles, asked for in 35% of 1,013 live Product listings. The most-requested skills are Agentic AI, Machine Learning, LLMs, Data Science, and SQL.
Ranked by live-role demand across active Product listings. Updated 15 hours ago.
Most-requested skills
| Skill | Share of roles | Listings |
|---|---|---|
| Agentic AI | 35% | 358 |
| Machine Learning | 29% | 292 |
| LLMs | 25% | 254 |
| Data Science | 10% | 106 |
| SQL | 10% | 101 |
| Generative AI | 10% | 98 |
| Data Engineering | 7% | 70 |
| Distributed Systems | 7% | 69 |
| GPU | 6% | 64 |
| Robotics | 6% | 63 |
| Autonomous Vehicles | 6% | 58 |
| Snowflake | 4% | 40 |
| Python | 4% | 39 |
| Model Context Protocol | 3% | 35 |
| Foundation Models | 3% | 34 |
| RAG | 3% | 28 |
| React | 3% | 26 |
| Kubernetes | 2% | 25 |
| AWS | 2% | 23 |
| Azure | 2% | 22 |
| Multimodal | 2% | 21 |
| Fine-tuning | 2% | 21 |
| Hugging Face | 2% | 19 |
| Databricks | 2% | 19 |
| TypeScript | 2% | 19 |
| Prompt Engineering | 2% | 18 |
| CUDA | 2% | 17 |
| GCP | 2% | 17 |
| vLLM | 2% | 16 |
| Computer Vision | 2% | 16 |
| Embeddings | 2% | 16 |
| Reinforcement Learning | 1% | 15 |
| CI/CD | 1% | 14 |
| Deep Learning | 1% | 13 |
| NLP | 1% | 13 |
| BigQuery | 1% | 13 |
| Speech Recognition | 1% | 13 |
| PyTorch | 1% | 12 |
| iOS | 1% | 11 |
| Spark | 1% | 11 |
| Android | 1% | 10 |
| TensorRT | 1% | 10 |
| Vector Databases | 1% | 10 |
| LangChain | 1% | 8 |
| Ruby | 1% | 8 |
| PostgreSQL | 1% | 6 |
| Mistral | 1% | 6 |
| Tableau | 1% | 6 |
| Node.js | 1% | 6 |
| Airflow | 0% | 5 |
| MLOps | 0% | 5 |
| Quantization | 0% | 5 |
| Terraform | 0% | 5 |
| Triton | 0% | 5 |
| TensorFlow | 0% | 4 |
| LoRA | 0% | 4 |
| LangGraph | 0% | 4 |
| dbt | 0% | 4 |
| Kafka | 0% | 4 |
| Transformers | 0% | 3 |
| Diffusion Models | 0% | 3 |
| pandas | 0% | 3 |
| Ollama | 0% | 3 |
| NumPy | 0% | 3 |
| LlamaIndex | 0% | 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 35% of 1,013 live Product listings. The most-requested skills are Agentic AI, Machine Learning, LLMs, Data Science, 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.