Data Scientist - Mapping
TLDR
Design and build large-scale HD mapping pipelines and datasets, collaborating across teams to map new cities and continuously update maps at scale to accelerate autonomous deployment.
Design and build a high-quality, large-scale mapping dataset and data pipelines for training and evaluating machine learning models
Design and build tools for model performance benchmarking and introspection
Collaborate closely with machine learning engineers to define and refine data curation and model training strategies that drive measurable improvements in model accuracy and performance.
Collaborate cross-functionally with a variety of teams working on things such as perception, planning, prediction, simulation, etc
BS or MS in Computer Science or related field and 3+ years of experience
Proficient in Python
Strong Statistical Foundations: Deep understanding of hypothesis testing, experimental design, regression analysis, non-parametric/resampling methods (e.g., bootstrapping, permutation tests), and time-series analysis handling autocorrelated data.
Experience with large-scale, multi-modal datasets, benchmarking and introspection
Ability to identify, clean, and process datasets containing high levels of noise or ambiguous classifications
Experience in computer vision, machine learning algorithms,
Knowledge of geospatial data and coordinate systems
Ability to write highly complex, optimized SQL queries for massive distributed databases,
and Databricks experience
Benefits
Equity Compensation
Amazon RSUs
Health Insurance
Other Benefit
life insurance
Paid Time Off
paid time off (e.g. sick leave, vacation, bereavement)
Stock Options
Zoox Stock Appreciation Rights
Zoox is building a fully autonomous vehicle fleet from the ground up, coupled with the ecosystem necessary to launch this technology into urban environments. By integrating robotics, machine learning, and innovative design, Zoox is paving the way for a new era of mobility-as-a-service.
- Founded
- Founded 2014
- Employees
- 500+ employees
- Industry
- Automotive
- Total raised
- $990M raised