Senior Staff TLM, Data Mining and Sampling for ML and Evaluation

The Waymo Driver is performing well in more and more cities, with our scale rapidly accelerating. Our team’s job is to ensure that we can continue to evaluate safety and service quality across new cities and countries, each with their unique challenges. We need an experienced, technically hands-on engineering manager with strong quantitative skills to lead a small team and work with partners to scale eval and ML development by exploring new methods and delivering tools for mining and sampling data.In this hybrid role, you will report to a Senior Staff manager.

• Develop tools for easy mining of novel situations that might impact safety from our driving logs for use in evaluation and ML datasets, using a mixture of ML and structured data
• Advanced sampling techniques and tuning of simulations to get strong signal for metrics and models from our datasets
• Build automation for our mining and sampling ecosystem so Waymo can rapidly scale to new cities