Skills
Hardware / Silicon Skills
GPU is the most in-demand skill for Hardware / Silicon roles, asked for in 36% of 611 live Hardware / Silicon listings. The most-requested skills are GPU, Python, Autonomous Vehicles, Robotics, and C++.
Ranked by live-role demand across active Hardware / Silicon listings. Updated 1 day ago.
Most-requested skills
| Skill | Share of roles | Listings |
|---|---|---|
| GPU | 36% | 219 |
| Python | 36% | 218 |
| Autonomous Vehicles | 23% | 138 |
| Robotics | 18% | 110 |
| C++ | 14% | 87 |
| Machine Learning | 13% | 78 |
| Deep Learning | 7% | 44 |
| Agentic AI | 7% | 40 |
| LLMs | 5% | 28 |
| MATLAB | 4% | 24 |
| Transformers | 2% | 14 |
| Computer Vision | 1% | 9 |
| Distributed Systems | 1% | 8 |
| CI/CD | 1% | 8 |
| Data Engineering | 1% | 8 |
| AWS | 1% | 7 |
| Generative AI | 1% | 6 |
| Ruby | 1% | 5 |
| TypeScript | 1% | 4 |
| Reinforcement Learning | 1% | 4 |
| Airflow | 1% | 4 |
| Rust | 1% | 4 |
| RAG | 0% | 3 |
| React | 0% | 3 |
| Tableau | 0% | 3 |
| Docker | 0% | 3 |
| NumPy | 0% | 3 |
| Foundation Models | 0% | 3 |
| Power BI | 0% | 3 |
| Fine-tuning | 0% | 3 |
| PyTorch | 0% | 3 |
Go deeper
About this data
- What skills do Hardware / Silicon roles need?
- GPU is the most in-demand skill for Hardware / Silicon roles, asked for in 36% of 611 live Hardware / Silicon listings. The most-requested skills are GPU, Python, 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.