Research Engineer, Inference
Tasks
- Build evaluation frameworks and benchmarks
- Co design hardware and algorithms for ASIC inference
- Design numerical methods for stochastic analog dynamics
- Develop transformer inference algorithms for analog processing in memory
- Prototype and iterate algorithms with evolving hardware
- Translate model workload insights into hardware constraints
Perks/Benefits
- N/A
Skills/Tech-stack
Analog computing | Attention | C++ | Efficient Attention | In-Memory Computing | In-memory) | Inference Optimization | KV cache | Kernel Fusion | Long Context | Long Context Decoding | Memory-efficient attention | Mixed signal | Mixed signal design | Numerical analysis | Probabilistic methods | Python | Quantization | Signal design | Sparsity | Transformer
Education
Roles
Regions
Countries
States
Cities
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