ai/ml phthon engineer

The Perception team builds the system which learns the spatial-temporal representation and their semantic meanings of the surrounding environment of the autonomously driving vehicle (ADV). We work jointly with downstream teams on the optimization and integration into the Waymo Driver.

Requirements

• Apply machine learning techniques to build multi-modal sensor fusion architectures and spatial-temporal representation learners for object detection and tracking, occupancy and semantic segmentation, road understanding, etc.
• Develop scalable recipes for large data, large model training running on Alphabet's compute infrastructure, create methods and recipes for pre-training and post-training.
• Develop methods and recipes for distributed fine-tuning enabling multiple developers to simultaneously improve the model, develop methods and recipes to avoid regression against a production system.
• Develop and maintain model evaluation recipes and metrics for measuring and improving performance of pre-trained and fine-tuned models

Benefits

• Discretionary annual bonus program
• Equity incentive plan
• Company benefits program