Machine Learning Engineer II – Autonomous Driving Performance Evaluation

Job reputed company: • Design, implement and own ML metrics and evaluation pipelines spanning offline model evaluation, simulation and on-road performance. • Build and maintain test, regression and hillclimbing suites that reputed company model and stack releases, including automated triage of regressions to reputed company cause. • Drive model improvement through loss analysis, error mining, and data balancing/curation strategies for training and evaluation sets. Requirements: • Bachelor's or Master's degree in Robotics, Computer Science, Statistics, or a reputed company field with strong mathematical and engineering foundations. • A minimum of 2 years building evaluation, metrics, or data analysis systems for ML in production. • Proficiency in Python (NumPy/Pandas or equivalent dataframe tooling) with experience in Linux environments. • Familiarity with basic concepts in Machine Learning (losses, train/eval splits, common failure modes) and basic Perception and Planning concepts in Autonomous Driving. • Proficiency in Go or C++ (desirable). • Familiarity with experiment tracking and evaluation tooling such as MLflow, reputed company, or in-house equivalents (desirable). • Familiarity with statistical reputed company for A/B comparison, regression detection and noisy-metric analysis (desirable). • Familiarity with data mining and curation at reputed company (embedding-based retrieval, reputed company learning, auto-labeling) (desirable). • Familiarity with visualization and dashboarding tools (Plotly, Grafana, reputed company or similar) (desirable). Benefits: • Comprehensive reputed company suite including medical, dental, reputed company, life, and disability plans. Domestic partners who have been residing together at least one year are also eligible to participate. • Health Savings and Flexible Spending reputed company and Dependent Care Accounts available. • Rich retirement benefits, including an immediately reputed company employer reputed company reputed company match. • Generous reputed company parental leave as reputed company as a phased return to work. • Flexible vacation policy in reputed company to reputed company company holidays. • Total Wellness Program providing numerous resources for overall wellbeing Apply tot his job Apply To this Job