Description
Grab is Southeast Asia's leading superapp, providing various services including food delivery, financial management, and transportation.
As a Senior Machine Learning Engineer, you will lead the development of intelligent systems that shape how millions of users interact with Grab.
The Critical Tasks You Will Perform:
- Strategic Demand Shaping: Architect solutions that steer demand toward higher serviceability.
- Grab Content Enrichment: Transform 'thin' or unstructured data into rich, machine-readable metadata.
- Demand Generation & Growth: Identify 'hidden' customer patterns across food and dining to unlock new demand for ACE.
- Reliability & Dispute Arbitration: Predict friction before it happens.
- Transformative GAI Experience: Lead the integration of Generative AI (GAI) to fundamentally evolve the current user journey and interface.
Your key responsibilities are:
- Extract Insights: Analyze massive datasets to decode food ordering patterns and optimize the end-to-end journey for food ordering journey.
- Build, Iterate, and Deploy: Own the end-to-end lifecycle of ML models.
- Cross-Function Collaboration: Partner with product managers, engineers, analytics, design and operations teams to scale solutions.
- Innovation: Contribute to team's innovation and IP creation.
QUALIFICATIONS:
- Education: Bachelor's Degree with 4+ years of relevant experience in Machine Learning, Statistics, Computer Science, Economics, or Operations Research.
- Technical Depth: Deep understanding of ML/DL foundations, optimization algorithms, and data mining.
- Programming: Strong proficiency in Python or Scala.
- Problem Solving: Translate complex business problems into scalable math/code solutions.
- Soft Skills: Motivated to learn and articulate technical insights to non-technical stakeholders.
Life at Grab:
- Term Life Insurance and comprehensive Medical Insurance.
- GrabFlex benefits package.
- Parental and Birthday leave.
- Love-all-Serve-all (LASA) volunteering leave.
- Confidential Grabber Assistance Programme.
- FlexWork arrangements.
This listing is enriched and indexed by YubHub. To apply, use the employer's original posting:
https://jobs.smartrecruiters.com/Grab/744000132200853-senior-machine-learning-engineer-ace-