Senior Software Engineer, ML Evaluation (Infrastructure)
仕事内容
This role focuses on ensuring reliability and scalability for ML evaluation in an experimentation-driven environment.
Collaborate with ML Engineers, Data Scientists, and ML Infrastructure Engineers to surface signals on model, component, and system performance.
Develop, scale, and maintain CI/CD pipelines for automating metric computation, aggregation, and monitoring.
Build data management tooling to improve reproducibility and scale analyses automatically as driving data grows.
Partner with ML and product teams to define evaluation criteria and translate them into concrete metrics and targets.
Stay current with trends in ML evaluation and tooling, and apply best practices from modern ML tech stacks (TF/JAX/Torch, Kubeflow, etc.).
Collaborate with ML Engineers, Data Scientists, and ML Infrastructure Engineers to surface signals on model, component, and system performance.
Develop, scale, and maintain CI/CD pipelines for automating metric computation, aggregation, and monitoring.
Build data management tooling to improve reproducibility and scale analyses automatically as driving data grows.
Partner with ML and product teams to define evaluation criteria and translate them into concrete metrics and targets.
Stay current with trends in ML evaluation and tooling, and apply best practices from modern ML tech stacks (TF/JAX/Torch, Kubeflow, etc.).
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。
または
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。