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.
We are seeking a highly skilled Experts, Senior s, Engineers to join our self-driving team. In this role, you will design, develop, and deploy advanced algorithms that enable autonomous vehicles to accurately sense, interpret, and interact with the world around them. You will work on cutting-edge challenges in 3D object and occupancy detection, tracking, sensor fusion, scene understanding, and foundation models for self-driving, with direct impact on the safety and performance of our autonomous systems.
This is an opportunity to contribute at the intersection of deep learning, computer vision, robotics, and system engineering, while collaborating with a world-class team of researchers and engineers.
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
MSc/BSc degree with 3+ years of industrial experience in Computer Science, Machine Learning, Robotics and/or similar technical field
Proficiency in Python and strong software engineering skills
Comfortable in building data processing pipelines tailored for ML training pipelines
Knowledge of (at least one) of the Parquet, Pandas, Spark frameworks
Solid understanding of the main sensor modalities for self-driving ( cameras, L i DAR, radar, GPS)
Experience with establishing dataset version control
Familiarity with cloud job orchestration , monitoring, and instrumentation best-practices
Ability to solve hard problems and handle large amounts of heterogeneous data
Nice-to-Have
Prior experience in self-driving or ADAS development and familiarity with functional safety standards (ISO 26262, SOTIF)
Benefits
Competitive salary Premium healthcare package, including PVI insurance & annual health check-ups
13th-month salary & performance bonuses to reward your contributions
Enjoy preferential pricing for services within the Vingroup ecosystem including Vinmec, Vinpearl, and Vinschool...
Opportunity to collaborate with and learn from industry-leading professionals in the automotive domain
Work Location
In Ha Noi: Technopark Tower, Gia Lam, Ha Noi
In Ho Chi Minh: No. 25, Riverview 6, Vinhomes Golden River, 02 Ton Duc Thang Street, Ben Nghe Ward, District 1, Ho Chi Minh City
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