Senior Deep Learning Algorithms Engineer - BioNeMo
Vietnam, Ho Chi Minh City
USD 180K-333K (estimate) Senior-level Full Time
Tasks
- Collaborate to align model architecture and training with deployment constraints
- Develop and validate custom GPU kernels with CUDA and Triton
- Integrate TensorRT-LLM for BioNeMo models
- Optimize low latency high throughput inference using parallelism quantization and sparsity
- Profile and debug deep learning workloads on GPUs
Perks/Benefits
- N/A
Skills/Tech-stack
Applied Machine Learning | C++ | CUDA | CUDA kernels | Deep learning | Diffusion Models | FP8 | GPU Performance | GPU performance engineering | INT8 | Language Models | Large Language Models | Machine Learning | Model Quantization | Nsight | Performance Engineering | Pruning | PyTorch | Python | SGLang | Sparsity | TensorFlow | TensorRT | TensorRT-LLM | Transformers | Triton | VLLM | Vision Language Models | Vision-language
Education
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