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, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models. Design and implement data lakes as a flexible and scalable storage of sensor data Build scalable pipelines for indexing raw and extracted sensor data Develop searchable databases 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 (semi-automatic, active learning, crowdsourcing etc.) Collaborate with algorithm and software engineering teams to ensure data integrity, traceability, and reproducibilityRequirementsMSc/BSc degree with 5+ 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, LiDAR, 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 BenefitsCompetitive salaryOpportunity to collaborate with and learn from industry-leading professionals in the automotive domain.With respect to all your personal data shared to VinFast in the application and the entire recruitment process of VinFast, by clicking “Apply”, submitting your resumé/CV and/or participating in VinFast's recruitment process, you agree that you have read VinFast's Personal Data Protection Policy ("Policy") posted at https://vinfastauto.com/vn_vi/dieu-khoan-phap-ly or https://vinfast.vn/privacy-policy/, you agree to the Policy and consent for VinFast to process your personal data in accordance with the Policy and the applicable regulations on personal data protection. To all recruitment agencies: VinFast does not accept agency resumes. Please do not forward resumes to our careers alias or other VinFast employees. VinFast is not responsible for any fees related to unsolicited resumes.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, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models. Design and implement data lakes as a flexible and scalable storage of sensor data Build scalable pipelines for indexing raw and extracted sensor data Develop searchable databases 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 (semi-automatic, active learning, crowdsourcing etc.) Collaborate with algorithm and software engineering teams to ensure data integrity, traceability, and reproducibilityVINFAST 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.

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.

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.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.VINFAST is a pioneering electric vehicle (EV) company committed to revolutionizing the automotiveVINFAST is a pioneering electric vehicle (EV) company committed to revolutionizing the automotiveVINFAST is a pioneering electric vehicle (EV) company committed to revolutionizing the automotiveVINFAST is a pioneering electric vehicle (EV) company committed to revolutionizing the automotiveindustry with sustainable and innovative mobility solutions. As a leading player in the EV market,industry with sustainable and innovative mobility solutions. As a leading player in the EV market,industry with sustainable and innovative mobility solutions. As a leading player in the EV market,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 drivingVinFast is dedicated to delivering high-quality, cutting-edge electric vehicles that redefine the drivingVinFast is dedicated to delivering high-quality, cutting-edge electric vehicles that redefine the drivingVinFast is dedicated to delivering high-quality, cutting-edge electric vehicles that redefine the drivingexperience. Our team consists of passionate professionals driven by a shared vision of creating a greener andexperience. Our team consists of passionate professionals driven by a shared vision of creating a greener andexperience. Our team consists of passionate professionals driven by a shared vision of creating a greener andexperience. Our team consists of passionate professionals driven by a shared vision of creating a greener andmore sustainable future through innovation, technology, and excellence.more sustainable future through innovation, technology, and excellence.more sustainable future through innovation, technology, and excellence.more sustainable future through innovation, technology, and excellence.In this role, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models.

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

In this role, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models.In this role, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models.In this role, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models.In this role, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models.In this role, you will be responsible for building scalable, searchable, and version-controlled data infrastructure that empowers machine learning pipelines for autonomous driving systems. Your work will facilitate model training and contribute to achieving high level of performance and generalization of our advanced ML models.In this role, you willbe responsible forbuildingscalable, searchable, and version-controlled data infrastructurethatempowers machine learning pipelines for autonomous driving systems.Your work willfacilitatemodel training and contribute toachievinghighlevel ofperformance and generalization of ouradvancedML models.Design and implement data lakes as a flexible and scalable storage of sensor data

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

Design and implement data lakes as a flexible and scalable storage of sensor dataDesign and implement data lakes as a flexible and scalable storage of sensor dataDesign and implement data lakes as a flexible and scalable storage of sensor dataDesign and implement data lakes as a flexible and scalable storage of sensor dataDesign and implement data lakesas aflexible and scalablestorage ofsensor dataBuild scalable pipelines for indexing raw and extracted sensor data

• Build scalable pipelines for indexing raw and extracted sensor data

Build scalable pipelines for indexing raw and extracted sensor dataBuild scalable pipelines for indexing raw and extracted sensor dataBuild scalable pipelines for indexing raw and extracted sensor dataBuild scalable pipelines for indexing raw and extracted sensor dataBuild scalable pipelinesforindexingraw and extracted sensor dataDevelop searchable databases for efficient information retrieval

• Develop searchable databases for efficient information retrieval

Develop searchable databases for efficient information retrievalDevelop searchable databases for efficient information retrievalDevelop searchable databases for efficient information retrievalDevelop searchable databases for efficient information retrievalDevelopsearchable databasesforefficientinformation retrievalImplement robust ETL pipelines to extract, transform, and load data into a structured data warehouse

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

Implement robust ETL pipelines to extract, transform, and load data into a structured data warehouseImplement robust ETL pipelines to extract, transform, and load data into a structured data warehouseImplement robust ETL pipelines to extract, transform, and load data into a structured data warehouseImplement robust ETL pipelines to extract, transform, and load data into a structured data warehouseImplement robust ETL pipelines to extract, transform, and load data into a structured data warehouseEstablish automated systems for data validation and quality assurance for large multi-modal datasets

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

Establish automated systems for data validation and quality assurance for large multi-modal datasetsEstablish automated systems for data validation and quality assurance for large multi-modal datasetsEstablish automated systems for data validation and quality assurance for large multi-modal datasetsEstablish automated systems for data validation and quality assurance for large multi-modal datasetsEstablish automated systems for data validation and quality assurancefor largemulti-modal datasetsBuild tools for indexing and version control of extracted sensor data

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

Build tools for indexing and version control of extracted sensor dataBuild tools for indexing and version control of extracted sensor dataBuild tools for indexing and version control of extracted sensor dataBuild tools for indexing and version control of extracted sensor dataBuild tools for indexing and versioncontrolof extracted sensor dataIntegrate labeling workflows into a data loop (semi-automatic, active learning, crowdsourcing etc.)

• Integrate labeling workflows into a data loop (semi-automatic, active learning, crowdsourcing etc.)

Integrate labeling workflows into a data loop (semi-automatic, active learning, crowdsourcing etc.)Integrate labeling workflows into a data loop (sIntegrate labeling workflows into a data loop (sIntegrate labeling workflows into a data loop (sIntegratelabeling workflowsintoadata loop(semi-automatic, active learning, crowdsourcing etc.emi-automatic, active learning, crowdsourcing etc.emi-automatic, active learning, crowdsourcing etc.emi-automatic,active learning, crowdsourcing etc.))))Collaborate with algorithm and software engineering teams to ensure data integrity, traceability, and reproducibility

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

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