- Build a text-to-image search engine for improved data discovery and data annotation
- Design and implement new data pipelines for other Autonomy teams
- Migrate the existing scenario mining framework to Apache Spark
- Scale the existing Semantic Search data infrastructure and data pipelines
- Strong experience in large-scale data processing with Apache Spark
- Strong coding experience with Python or Scala
- Solid experience in developing data pipelines with Apache Airflow
- Solid experience in AWS/Cloud (e.g., API Gateway, EKS, Lambda, OpenSearch, Redshift, S3)
- Experience interacting with REST APIs and microservices
- Ability to mentor junior engineers
- Ability to communicate clearly to non-domain experts about potentially complex behaviors
- Web backend experience with C# .Net
- Autonomous Vehicle experience
- Opportunity to build impactful products across the organization
- Help shape technical roadmaps
- Be part of a rapidly growing team that interfaces with many branches of the organization
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Senior Engineer - Los Angeles, CA, United States - Motional
Description
Mission Summary
Motional's autonomous vehicles collect petabytes of data on the road every day. The Semantic Search Team manages data infrastructure, processing, and visualization for Motional's machine learning data. Our team also provides a scenario mining framework that other teams in Autonomy use to mine for complex and rare scenarios to improve our ML training model and av-stack performance. As our data continues to grow, our team is looking for a Senior Software Engineer to design scalable data processing infrastructure and improve the efficiency of the data architecture and scenario mining framework for the entire Autonomy organization. What You'll Be Doing