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Top Tech Jobs & Startup Jobs in Seattle, WA
Automotive • Other
Lead design and training of large-scale transformer and hybrid foundation models across text and multimodal domains. Drive architecture choices (attention variants, MoE), optimize training stability and optimizers, validate scaling laws and compute/data tradeoffs, design loss and alignment strategies (RLHF, DPO, contrastive), and execute distributed training (FSDP, ZeRO-3, tensor/pipeline parallelism) with mixed precision and checkpointing while partnering with ML systems teams.
Top Skills:
AdafactorAdamwAlibiBf16Chinchilla-Style ScalingContrastive ObjectivesDpoFp8FsdpGradient CheckpointingGrouped Query Attention (Gqa)GrpoLearning-Rate SchedulersLionMixture-Of-Experts (Moe)Next-Token PredictionPipeline ParallelismRlhfRopeScaling LawsTensor ParallelismTransformersZero-3
Automotive • Other
Lead design and training of large-scale transformer and hybrid foundation models across text and multimodal domains. Own architecture choices, diagnose large-scale training instabilities, optimize scaling tradeoffs (data, compute, model), design loss and alignment strategies, and execute distributed training (FSDP/ZeRO, tensor/pipeline parallelism) with mixed precision to build in-house foundation model expertise.
Top Skills:
AdafactorAdamwAlibiBf16Chinchilla ScalingContrastive ObjectivesDpoFp8FsdpGradient CheckpointingGrouped Query Attention (Gqa)GrpoKv CacheLionMixed PrecisionMixture-Of-Experts (Moe)Next-Token PredictionPipeline ParallelismRlhfRopeSsmTensor ParallelismTransformersZero-3
Automotive • Other
Lead development and optimization of high-performance LLM inference pipelines across data center, edge, and embedded platforms. Improve latency and throughput via custom CUDA kernels, quantization, KV-cache and batching strategies, and deploy efficient, production-ready runtimes without external vendor dependency.
Top Skills:
AwqContinuous BatchingCudaCuda KernelsFp4Fp8GptqInt4Int8Kv Cache OptimizationLlama.CppQairtQuantizationSpeculative DecodingTensorrt-LlmVllm
Automotive • Other
Design and implement advanced generative AI models, optimize deployment in production, collaborate with teams, and stay updated on AI advancements.
Top Skills:
Generative AiLlmMachine Learning AlgorithmsMllmPython
Automotive • Other
Design and implement advanced Generative AI models, optimize performance for LLMs, and collaborate with cross-functional teams to innovate AI solutions within the automotive sector.
Top Skills:
Diffusion ModelsGenerative AiLlmsMachine Learning AlgorithmsMllmsPython
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