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SeniorFull-timeAWSMachine LearningML
Salary Range
$95,472 - $129,168 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for a Lead Data Engineer to join our team building production robotics and autonomy systems for urban environments across Southeast Asia. This role focuses on transforming raw vehicle logs into training-ready datasets for autonomy and simulation engineers.
Key Responsibilities
- →Design and maintain ingestion pipelines that transfer vehicle log data from onboard storage to AWS
- →Build automated workflows to validate, synchronize, and transform raw multimodal logs into structured training datasets
- →Develop systems for dataset versioning and lineage tracking that allow ML engineers to reproduce training runs
- →Collaborate with perception, planning, and simulation engineers to define data schemas and quality gates
- →Maintain AWS-based storage and compute infrastructure for petabyte-scale autonomy datasets
- →Optimize data pipelines for throughput and cost efficiency
Requirements
- ✓Experience with AWS and data pipeline development
- ✓Knowledge of multimodal data processing from cameras, lidar, radar, and vehicle telemetry
- ✓Understanding of dataset versioning and lineage tracking systems
- ✓Ability to define data schemas and synchronization requirements
- ✓Experience with petabyte-scale datasets and storage optimization
- ✓Strong problem-solving skills and attention to detail
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About Grab
Grab is a leading technology company operating in the transportation and financial services sector, providing innovative solutions across Southeast Asia. Founded in 2012 and headquartered in Singapore, Grab has rapidly expanded its footprint across the region, offering a wide range of services designed to simplify daily life for millions of users. The company leverages technology to connect people with essential services, from ride-hailing and food delivery to digital payments and insurance, making it a cornerstone of modern urban living in the markets it serves. Grab’s core offerings include ride-hailing services through its mobile app, which allows users to book rides with just a few taps, as well as GrabFood, a popular food delivery platform that partners with local restaurants to bring meals directly to customers. The company also provides financial services such as GrabPay, a digital wallet that enables seamless transactions, and GrabInsurance, offering convenient coverage options. These services are tailored to meet the needs of both consumers and businesses, particularly in densely populated urban areas where efficiency and reliability are paramount. Over the years, Grab has established itself as a dominant player in the region, serving over 125 million registered users across 14 countries. The company’s ability to integrate multiple services into a single platform has set it apart from competitors, creating a loyal ecosystem of users and partners. By prioritizing user experience, safety, and innovation, Grab continues to redefine convenience in Southeast Asia, solidifying its position as a trusted and indispensable service provider.
