Skills
Hardware / Silicon Skills
Python is the most in-demand skill for Hardware / Silicon roles, asked for in 47% of 119 live Hardware / Silicon listings. The most-requested skills are Python, GPU, Machine Learning, Robotics, and C++.
Ranked by live-role demand across active Hardware / Silicon listings. Updated 15 hours ago.
Most-requested skills
| Skill | Share of roles | Listings |
|---|---|---|
| Python | 47% | 56 |
| GPU | 35% | 42 |
| Machine Learning | 18% | 22 |
| Robotics | 17% | 20 |
| C++ | 15% | 18 |
| Agentic AI | 14% | 17 |
| Autonomous Vehicles | 12% | 14 |
| LLMs | 6% | 7 |
| Deep Learning | 4% | 5 |
| MATLAB | 3% | 4 |
| CI/CD | 3% | 3 |
| Rust | 3% | 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 47% of 119 live Hardware / Silicon listings. The most-requested skills are Python, GPU, Machine Learning, 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.