Senior Data Scientist II (ML)

May Mobility is seeking a Senior Data Scientist II (ML) to develop automated methods for tagging data collected by our autonomous vehicles. This role will enable us to generate valuable insights from our data, making it easily searchable for triaging issues, creating test sets, and building datasets for autonomy improvements.

Requirements

• Design, implement, and deploy state-of-the-art machine learning models for analyzing multimodal data to generate searchable metadata and facilitating downstream engineering workflows such as quick issue triaging.
• Curate high-quality datasets for evaluation and training to ensure model robustness, performance, and coverage.
• Research and implement novel techniques for sequential feature extraction, weak supervision, and self-supervised learning to efficiently handle long-tail events and continuously improve labeling data quality.
• Establish and maintain frameworks for model validation and performance monitoring to drive continuous improvement.

Benefits

• Comprehensive healthcare suite including medical, dental, vision, life, and disability plans
• Health Savings and Flexible Spending Healthcare and Dependent Care Accounts available
• Rich retirement benefits, including an immediately vested employer safe harbor match
• Generous paid parental leave as well as a phased return to work
• Flexible vacation policy in addition to paid company holidays
• Total Wellness Program providing numerous resources for overall wellbeing