Founding Lead Machine Learning Engineer
仕事内容
This is a founding technical role responsible for defining the core ML stack for a new global consumer AI product.
Design, build, and optimize end-to-end training pipelines—from data collection and synthetic data generation to model training and evaluation, then inference.
Design novel architectures or adapt frontier models and apply state-of-the-art fine-tuning methods (LoRA/QLoRA, SFT, DPO, distillation).
Architect scalable inference using modern runtimes (vLLM, TensorRT-LLM, DeepSpeed) and own GPU-optimized deployment and latency strategies.
Develop alignment, safety, and guardrails; implement comprehensive evaluation across performance, robustness, safety, and bias.
Shape early product direction, experiment with new use cases, and lead cross-functional collaboration in a high-performance, founder-like culture.
Design, build, and optimize end-to-end training pipelines—from data collection and synthetic data generation to model training and evaluation, then inference.
Design novel architectures or adapt frontier models and apply state-of-the-art fine-tuning methods (LoRA/QLoRA, SFT, DPO, distillation).
Architect scalable inference using modern runtimes (vLLM, TensorRT-LLM, DeepSpeed) and own GPU-optimized deployment and latency strategies.
Develop alignment, safety, and guardrails; implement comprehensive evaluation across performance, robustness, safety, and bias.
Shape early product direction, experiment with new use cases, and lead cross-functional collaboration in a high-performance, founder-like culture.
求人の全文を見る
業務内容、求める人物像、スキル、待遇 — 無料アカウントの作成で閲覧できます。
すでにアカウントをお持ちですか？ ログイン
類似の求人
あなたに合いそうな他の職種。