Senior Machine Learning Engineer (ACE)
Core
Build and deploy AI/ML models to power seamless user experiences across Grab's food ecosystem, focusing on demand shaping, content enrichment, reliability, and Generative AI integration.
Role type
Senior Machine Learning Engineer (IC)
Builds
Production-grade ML systems for demand shaping, content metadata generation, risk prediction, and Generative AI user interfaces.
Domain
Food delivery / Omni-commerce / Geospatial AI / Generative AI
Deliverable
production ML models
Required skills
Machine Learning foundations, Deep Learning, Optimization algorithms, Data mining, Large Language Models (LLMs), Python, Scala, TensorFlow, PyTorch
Preferred skills
Spatial and temporal modeling, A/B testing design, Cross-functional collaboration
Technologies
TensorFlow, PyTorch, Python, Scala
Responsibilities
Architect solutions to steer demand toward higher serviceability using spatial and temporal nudges; Build systems to transform unstructured data into rich metadata for in-app discovery; Develop models to predict order risks and automate dispute arbitration logic; Lead the integration of Generative AI to evolve the user journey; Analyze massive datasets to decode food ordering patterns and optimize the end-to-end journey.
Seniority
Senior, hands-on IC
