Expert Data and ML Pipeline Automation Engineer - Self Driving

VINFAST is a pioneering electric vehicle (EV) company committed to revolutionizing the automotive industry with sustainable and innovative mobility solutions. As a leading player in the EV market, VinFast is dedicated to delivering high-quality, cutting-edge electric vehicles that redefine the driving experience. Our team consists of passionate professionals driven by a shared vision of creating a greener and more sustainable future through innovation, technology, and excellence.

In this role, y ou will be responsible for building scalable, searchable, and version-controlled data infrastructure that em powers machine learning pipelines for autonomous driving systems. Y our work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models .

• Design and implement data lake s as a flexible and scalable storage of sensor data

• Build scalable pipelines for indexing raw and extracted sensor data

• Develop searchable database s for efficient information retrieval 

• Implement robust ETL pipelines to extract, transform, and load data into a structured data warehouse

• Establish automated systems for data validation and quality assurance for large multi-modal datasets

• Build tools for indexing and version control of extracted sensor data

• Integrate labeling workflows into a data loop ( s emi - a utomatic , active learning, crowdsourcing etc. )

• Collaborate with algorithm and software engineering teams to ensure data integrity, traceability, and reproducibility

Requirements