Staff, ML Engineer - Learned Behaviors / RL Planning
応募状況をスマホで確認 Whileresume の無料アプリ（iPhone・Android）。
仕事内容
You will lead the architecture, development, and validation of RL-driven learned behavior models (e.g., driver mimicry, multi-agent interaction, behavior cloning) for highway and freight-truck autonomy.
Define and implement data strategies to collect, label, and curate large behavior datasets from in-vehicle logs, simulation, and fleet data for training and evaluation.
Develop scalable model training pipelines, infrastructure, and tooling to move from prototype to production deployment.
Design and track performance metrics, analyze model behavior, diagnose failure modes, and drive continuous improvement in simulation and on-vehicle operation.
Collaborate with simulation, scenario, and validation teams to embed learned behavior models into verification and validation frameworks, ensuring coverage across operational design domains.
Mentor and lead mid and senior ML engineers, set technical direction, and promote best practices in learned behavior engineering across the team.
Define and implement data strategies to collect, label, and curate large behavior datasets from in-vehicle logs, simulation, and fleet data for training and evaluation.
Develop scalable model training pipelines, infrastructure, and tooling to move from prototype to production deployment.
Design and track performance metrics, analyze model behavior, diagnose failure modes, and drive continuous improvement in simulation and on-vehicle operation.
Collaborate with simulation, scenario, and validation teams to embed learned behavior models into verification and validation frameworks, ensuring coverage across operational design domains.
Mentor and lead mid and senior ML engineers, set technical direction, and promote best practices in learned behavior engineering across the team.
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？
ログインこちらの求人もおすすめです
近い求人はまだありません — 最新の求人をご紹介します。