Data Scientist Mapping
Job Location:
Foster, CA - USA
Yearly Salary:
Posted:
Application Deadline:
Vacancies:
Job Summary
High-definition HD maps are foundational to enabling safe scalable autonomous driving. We are seeking highly motivated engineers who are passionate about solving complex real-world problems and building state-of-the-art mapping systems.
In this role you will collaborate with a diverse cross-functional team to design and develop large-scale HD mapping algorithms workflows and data pipelines. Your work will directly impact our ability to efficiently map new cities and continuously update existing maps at scale playing a critical role in accelerating our autonomous vehicle 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 a related field and 3 years of experience
- Experience in computer vision and machine learning algorithms
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 with Perception systems
Knowledge of geospatial data and coordinate systems
Ability to write highly complex optimized SQL queries for massive distributed databases
Databricks experience
Required Experience:
IC
About Company
We’re reinventing personal transportation—making the future safer, cleaner, and more enjoyable for everyone. This is on-demand autonomous ride-hailing.
