Senior Data Engineer - Autonomous Vehicle Performance Metrics
Motional- Full Time
- Senior (5 to 8 years)
Candidates should have experience driving decision-making at various organizational levels and familiarity with SQL, Python, R, or Scala. Proficiency in analyzing time series data and developing models for forecasting or anomaly detection is essential, along with sound statistical inference skills and the ability to communicate uncertainty to stakeholders. Experience in designing metrics and building mechanisms for business insights is required. Basic fluency in C++ and experience with geospatial data analysis, Spark, or large-scale data analysis are considered bonus qualifications.
The Senior Data Scientist will collaborate with the mission assurance team to validate and ensure software safety. They will define key performance metrics for service and ride quality to guide product development towards a commercial launch. Additionally, they will identify key investment areas for perception, prediction, and planning teams and establish best practices and statistical rigor around data-driven decision-making.
Develops autonomous electric ride-hailing vehicles
Zoox focuses on creating a fully integrated autonomous ride-hailing service designed specifically for urban transportation. Unlike other companies that modify existing vehicles for self-driving capabilities, Zoox has engineered its own vehicle from the ground up, optimizing it for safety, efficiency, and passenger comfort. The vehicle features advanced sensors, cameras, and AI systems that allow it to navigate complex city environments. It can carry up to four passengers in a spacious interior, ensuring a pleasant ride experience. Safety is paramount, with rigorous testing and collaboration with regulatory bodies to meet high standards. Additionally, Zoox's vehicles are fully electric, promoting sustainability by reducing emissions. The company also develops a user-friendly ride-hailing platform that uses data analytics to improve routing and reduce wait times. Zoox aims to enhance urban mobility while prioritizing safety and environmental responsibility.