Member of Technical Staff - Edge Inference Engineer
Tasks
- Bridge machine learning and systems for optimized implementations
- Collaborate with ML researchers to identify optimization opportunities
- Contribute to llama.cpp and open source inference frameworks
- Develop quantization strategies for model compression
- Implement and optimize inference kernels for edge hardware
- Profile and optimize inference pipelines for low latency
Perks/Benefits
- 401k matching
- Dental insurance paid
- Flexible time off
- Medical Insurance Paid
- Refill Days
- Unlimited PTO
- Vision insurance paid
Skills/Tech-stack
Attention Mechanisms | C++ | CPU | Cache Hierarchy | FP8 | GPU | INT4) | INT8 | Instruction Level Optimization | Level optimization | Linear Algebra | Linux | Machine Learning | Matrix Operations | Memory bandwidth | NPU | Profiling | Quantization | SIMD | SIMD vectorization | Vectorization
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Regions
Countries
States
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