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Senior Data Scientist (Fulfillment Interface)

Grab

Grab

Data Science
Beijing, China
Posted on Dec 16, 2024

Company Description

About Grab and Our Workplace

Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to deliver the mission of driving Southeast Asia forward by economically empowering everyone, with heart, hunger, honour, and humility.

Job Description

Get to Know the Team

The Fulfillment tech family is one of the pillars ensuring Grab out-serves our consumers and partners in different businesses and marketplaces across Southeast Asia. The Fulfillment Interface Data Science team in this tech family works towards providing ETA quotations that are both accurate and sustainable to our partners and consumers.

Get to Know the Role

We are looking for a Senior Data Scientist to build the ETA quotation system that can automatically adjust booking/order ETA in response to the dynamic and changing market conditions to achieve predetermined goals. You will report into the Senior Manager of Data Science and be based onsite in Beijing.

The Critical Tasks You Will Perform

  • You will develop data processing pipelines and conduct data analyses in the ETA problem space.
  • You will develop accurate and cost-efficient machine learning models for the ETA prediction.
  • You will collaborate with the engineering team to deploy the machine learning models in the production environment, ensuring their smooth integration into the system.
  • You will maintain the model quality by building monitors and alerts for model performance tracking, identifying model issues, and implementing improvements.
  • You will create technical documents outlining the methodologies and findings of your work. You will also present solutions and explain complex concepts to non-technical team members.