Data Engineer for Autonomous Vehicle Perception
4 days ago
Job Summary
Waymo is an autonomous driving technology company with a mission to be the most trusted driver. Our Perception team is responsible for understanding and representing the world around our autonomous vehicles. We are seeking a skilled Data Engineer to join our team and contribute to the development of our Perception foundation model.
Key Responsibilities
- Develop infrastructure and frameworks for generating reliable, high-quality data for Perception foundation model development at the tens of petabyte scale.
- Deploy and maintain end-to-end data pipelines that deliver the foundation model data.
- Curate and deliver data sets, for both nominal and rare instances, that support the diverse ML tasks for Perception foundation models.
- Collaborate with foundation model, Perception evaluation, and ML infrastructure teams to integrate data generation into model training and evaluation frameworks.
- Collaborate with production teams to deploy foundation models in deployment settings.
- Responsible for infrastructure reliability, data availability, and data quality.
Requirements
- Outstanding programming skills in C++, or Python.
- Hands-on experience building large-scale data processing and retrieval systems and pipelines: Apache Spark, Apache Beam, Google Cloud Dataflow, AWS Data Pipeline, or Faiss.
- 3+ years of experience in ML data engineering, including data pipelines, data curation, and data balancing.
- 3+ years of experience working in integrated settings to support data users and collaborating with our infrastructure partners; customer-oriented mindset.
- MS and 1+ years of industrial experience, or equivalent.
What We Offer
Waymo employees are eligible to participate in Waymo's discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. The expected base salary range for this full-time position across US locations is $158,000 - $200,000 USD.
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