Our mission is to provide trusted and useful data to efficiently power all of Stack's ML applications end-to-end from mining to training to safety evaluation
Job Summary
Our mission is to provide trusted and useful data to efficiently power all of Stack's ML applications end-to-end from mining to training to safety evaluation.
Build state-of-art multimodal data mining and semantic search solutions to power AV product development.
Develop data understanding platform infrastructure for real-time querying/vector databases and batch/stream processing using technologies like Ray, Spark, Lance, or similar.
Matching Summary
Our mission is to provide trusted and useful data to efficiently power all of Stack's ML applications end-to-end from mining to training to safety evaluation.
Skills & Requirements
Must-have
Multimodal data mining
Semantic search infrastructure
Vector databases
Real-time querying
Batch/stream processing pipelines
High-performance Python/C++ code
Nice-to-have
Autonomous vehicle domain experience
LLM and open-world models
Cloud technologies
Key Requirements
6+ years of experience
Experience with ML platforms and building ML-based applications
Proven track record of building scalable, reliable infrastructure
Experience building or using ML infrastructure for a large number of customer teams
Experience with model training, model optimization, or large data processing pipelines