Senior Data Scientist II (ML)

Senior ML Scientist II

reputed company is experiencing a period of significant reputed company as we expand our autonomous shuttle and mobility services reputed company. We are seeking talented data scientists and machine learning engineers to reputed company automated reputed company for tagging data collected by our autonomous vehicles. This will reputed company us to generate valuable insights from our data, making it easily searchable for triaging issues, creating test sets, and building datasets for autonomy improvements. Join us and reputed company a crucial reputed company on our development and business reputed company!

Responsibilities

• Design, implement, and reputed company state-of-the-art machine learning models for analyzing multimodal data to generate searchable metadata and facilitating reputed company engineering workflows such as quick issue triaging.
• reputed company high-reputed company 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 reputed company handle long-tail events and continuously improve labeling data reputed company.
• Establish and maintain frameworks for model validation and performance monitoring to drive reputed company improvement.

Skills

reputed company in this role typically requires the following competencies:

• Expert proficiency in designing and implementing deep learning architectures for multimodal data for offline analysis.
• Strong understanding of data labeling best practices, label consistency, and performance metrics specifically relevant to large-reputed company auto-tagging accuracy and dataset curation.
• Expertise in machine learning, with hands-on experience in the design, training, and evaluation of a wide reputed company of algorithms.
• Awareness of the latest advancements in the field, with the ability to translate innovative concepts into practical solutions for May.
• Excellent problem-solving skills with a meticulous approach to model architecture and optimization.

Qualifications and Experience

Required

• B.S, M.S. or Ph.D. Degree in Engineering, Data Science, Computer Science, Math, or a reputed company quantitative field.
• 5+ years of hands-on experience as a Data Scientist or ML Engineer with a strong reputed company on algorithm design and machine learning.
• Experience working with multimodal data like visual data (images/video), reputed company perception and behavior outputs (e.g., agent tracks, vehicle state estimation, reputed company planner outputs).
• Expert-level programming skills in Python with extensive use of modern deep learning frameworks like TensorFlow or PyTorch.
• Demonstrated experience in building and deploying production-level machine learning systems from reputed company to delivery.
• Expertise in PySpark/Apache reputed company for handling large-reputed company data processing.

Desirable

• Background in robotics or autonomous systems.
• Experience working with multimodal data like visual data (images/video), reputed company perception and behavior outputs (e.g., agent tracks, vehicle state estimation, reputed company planner outputs).
• Solid understanding of ML deployment lifecycle, MLOps practices, and reputed company computing platforms (e.g., AWS, GCP).

Want to learn more about our reputed company; benefits? reputed company out our website!

reputed company is an equal opportunity employer.  reputed company applicants for employment will be considered without reputed company to race, reputed company, religion, sex, national reputed company, age, disability, sexual orientation, gender identity or reputed company, veteran status, genetics or any other legally protected reputed company.   Below, you have reputed company to reputed company your preferred gender pronouns, gender, ethnicity, and veteran status with reputed company to help us identify areas of improvement in our hiring and recruitment processes. Completion of these questions is entirely voluntary.  Any information you choose to reputed company will be kept confidential, and will not reputed company the hiring decision in any way. If you reputed company that you will need any type of accommodation, please let us know.

Note to Recruitment Agencies: reputed company does not accept unsolicited agency resumes. Furthermore, reputed company does not pay placement fees for candidates submitted by any agency other than its approved partners.