Skills
Hardware / Silicon Skills
Python is the most in-demand skill for Hardware / Silicon roles, asked for in 38% of 832 live Hardware / Silicon listings. The most-requested skills are Python, GPU, Autonomous Vehicles, Robotics, and C++.
Ranked by live-role demand across active Hardware / Silicon listings. Updated 2 min ago.
Most-requested skills
| Skill | Share of roles | Listings |
|---|---|---|
| Python | 38% | 313 |
| GPU | 34% | 283 |
| Autonomous Vehicles | 23% | 189 |
| Robotics | 19% | 161 |
| C++ | 15% | 124 |
| Machine Learning | 14% | 114 |
| Deep Learning | 7% | 60 |
| Agentic AI | 7% | 55 |
| LLMs | 5% | 39 |
| MATLAB | 4% | 32 |
| Transformers | 2% | 14 |
| Data Engineering | 2% | 13 |
| CI/CD | 1% | 12 |
| Computer Vision | 1% | 12 |
| Generative AI | 1% | 10 |
| Distributed Systems | 1% | 10 |
| AWS | 1% | 7 |
| SQL | 1% | 6 |
| Ruby | 1% | 6 |
| RAG | 1% | 6 |
| Foundation Models | 1% | 5 |
| Rust | 1% | 5 |
| Airflow | 1% | 5 |
| Reinforcement Learning | 1% | 5 |
| NumPy | 1% | 5 |
| Docker | 0% | 4 |
| Fine-tuning | 0% | 4 |
| pandas | 0% | 4 |
| TypeScript | 0% | 4 |
| Quantization | 0% | 3 |
| PyTorch | 0% | 3 |
| Prompt Engineering | 0% | 3 |
| Power BI | 0% | 3 |
| Multimodal | 0% | 3 |
| Tableau | 0% | 3 |
| iOS | 0% | 3 |
| React | 0% | 3 |
Go deeper
About this data
- What skills do Hardware / Silicon roles need?
- Python is the most in-demand skill for Hardware / Silicon roles, asked for in 38% of 832 live Hardware / Silicon listings. The most-requested skills are Python, GPU, Autonomous Vehicles, Robotics, and C++.
- How is demand measured?
- We scan the title and description of every active Hardware / Silicon 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 Hardware / Silicon roles.
- How current is it?
- It reflects live listings and updates as new roles are posted and old ones close.