1 день назад
Data Engineer (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Engineer (Robotics): Building data pipelines and schemas for multimodal autonomous-vehicle sensor data with an accent on ML training, evaluation, and debugging workflows. Focus on processing terabyte-scale driving data, designing scalable data models, and developing tools used across ML, vehicle software, curation, and fleet operations.
Location: San Francisco, United States; on-site
Company
Builds autonomous, zero-emissions haulers using vision-based AI to reduce freight costs across global logistics networks.
What you will do
- Build and maintain pipelines for ingesting, validating, and processing multimodal vehicle sensor logs.
- Design schemas and data models for discovering and querying driving data used in ML training, evaluation, and debugging.
- Transform raw driving data into derived signals, annotations, and aggregates for downstream teams.
- Develop data loaders, query interfaces, and dataset assembly utilities used across the organization.
- Collaborate with ML, vehicle software, curation, and fleet operations to support the flow from data collection to model training.
- Help design a data stack that scales with the engineering team and vehicle fleet.
Requirements
- BS, MS, or PhD in Computer Science, Engineering, Robotics, or a related field, or equivalent industry experience.
- Strong Python proficiency and ability to write maintainable code.
- Solid database fundamentals and experience designing adaptable schemas.
- Understanding of how ML training pipelines consume data.
- Experience with large codebases and modern build and development environments such as Bazel, monorepos, or dev containers.
- Must be eligible to work in the United States and work on-site in San Francisco.
Nice to have
- Experience with autonomous vehicles, robotics, or similar data environments.
- Familiarity with Foxglove, rerun, or comparable visualization and data-platform tools.
- Experience with data catalogs, metadata stores, or feature stores.
- Experience handling high-volume video, point-cloud, and time-series data at terabyte-plus scale.
- Cloud data engineering experience with GCP or AWS.
Culture & Benefits
- Fast-moving, close-knit environment with autonomous-vehicle industry experience.
- Early-team setting with high ownership, low ego, and fast iteration.
- Pragmatic approach focused on learning unfamiliar tools and reasoning from first principles.
Hiring process
- Interview process may include AI-assisted comparison of qualifications and experience.
- A human reviews AI output and makes the final hiring decision; eligible applicants may have a legal right to opt out of AI use.
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