- Tel Aviv, Israel, Israel +1 more
- On-site
- Full-time · Senior
- 15+ years
Lead architectural definition and specification of next-generation ML compute IP and acceleration blocks for Google Cloud AI silicon.
Locations (2)
- Tel Aviv, Israel, Israel
- Haifa, Israel, Israel
Responsibilities
- Lead architectural definition, modeling, and specification of next-generation, high-performance ML compute IP and acceleration blocks for Cloud AI silicon.
- Own the ML IP architecture specification throughout the entire product lifecycle: concept exploration, cycle-accurate modeling, implementation, silicon bring-up, and production.
- Partner closely with leading AI research and algorithm teams and software compiler teams to explore architectural trade-offs and define hardware requirements for emerging model architectures.
- Drive comprehensive architecture studies, evaluating compute dataflows, numerical formats, sparsity, and specialized acceleration mechanisms such as key-value cache optimization.
- Drive performance, latency, power efficiency, and silicon area projections across model topologies and workload configurations.