Posted 2 months ago
AI Specialist (AI Engineering)
San FranciscoOn-siteFull-time
AI Summary
AI Specialist Engineer focusing on optimizing LLMs and vision models for on-device inference, including distillation, quantization, and hardware-specific compilation.
About this role
We are looking for an AI Specialist Engineer to enhance the performance of large language and vision models for on-device inference. Your expertise will be crucial in developing and deploying cutting-edge AI solutions, ensuring optimal efficiency across diverse hardware architectures.
Responsibilities:
- Compress and optimize large language and vision models for on-device inference.
- Develop pipelines for model distillation and hardware-specific compilation.
- Benchmark performance across various NPU/GPU architectures.
Qualifications:
- Expertise in model distillation, pruning, and 4-bit/8-bit quantization techniques.
- Hands-on experience with TensorRT, ONNX Runtime, and edge deployment.
- Strong C++ and Python skills.
Skills
4-bit Quantization8-bit QuantizationBenchmarkingC++Edge DeploymentGPU ArchitecturesHardware-specific CompilationModel DistillationNPU ArchitecturesONNX RuntimePruningPythonTensorRT
