Senior Data Backend Engineer
Core
Design and optimize microservices and data pipelines to process massive volumes of autonomous vehicle (AV) data, enabling data mining and AI training.
Role type
Senior IC data backend engineer (AV data pipelines & microservices)
Builds
High-performance AI data pipelines, microservices, and distributed applications for AV data mining and training
Domain
Autonomous vehicles, AI/ML, Big Data
Deliverable
production ML models | infrastructure
Required skills
Python, Golang, Kubernetes, Helm, Hive, Parquet, SQL, vector databases (Milvus), distributed systems architecture, ETL pipelines, big data engines
Preferred skills
Real-time streaming, Spark, LLMs, Vision-Language Models, RAG workflows, NVIDIA RAPIDS
Technologies
Kubernetes, Helm, Hive, Parquet, SQL, Milvus, NVIDIA RAPIDS, Spark
Responsibilities
Scope and build tools, microservices, workflows, and distributed applications; Design and implement solutions for streaming, resilience, logging, security, authentication, workflow orchestration, and data management; Deploy AI models; Design and develop Retrieval-Augmented Generation (RAG) workflows; Analyze and operationalize complex distributed systems for speed-of-light performance
Seniority
Senior, hands-on IC
