Senior/Staff Engineer, Machine Learning - Online Mapping

📋 Description

• Research, develop, and implement state-of-the-art online mapping models and algorithms
• Analyze and characterize the performance of the online mapping system, identifying opportunities
• Work cross functionally with other ML teams to integrate our models into centralized architectures
• Collaborate with stakeholders across autonomy, infrastructure, and systems teams on online mapping

🎯 Requirements

• Proven record of solving in-production ML problems and making tradeoffs between data, model and
• Deep understanding of ML fundamentals with hands-on experience in training and evaluating modern ML
• Prioritize impact and practicality, and make decisions to ensure on-time delivery of solutions
• Able to quickly iterate and experiment to cut through the noise and make well-informed, data-driven
• Experience with robotics-related ML applications and 3D geometry
• Strong Python skills with experience in deep learning frameworks, e.g., PyTorch, TensorFlow, or Jax

🎁 Benefits

• Base pay range between $193,930 and $291,150
• Annual performance bonus
• Equity
• Competitive benefits package