company-logo-image

Senior Data Scientist (Integrity)

ashley-avatar-image

AI-generated summary

beta

This job is all about protecting users while leveraging AI technology. You might like this job because you’ll develop advanced models for tasks like verifying identities and extracting info from documents, ensuring a safer user experience!

Undisclosed

Singapore, Central

Job Description

Get to Know the Team

The Integrity team acts as the guardians of all our users on Grab. Our mission is to be the most trusted platform in the world for protecting individuals and businesses in the domain of fraud, risk, digital identity and safety. The data science team leverages rich datasets to build AI solutions to solve these tough problems. We're a hands-on team involved in the entire modelling lifecycle: from data exploration and model development to production deployment and model refresh.

Get to Know the Role

We are looking for Senior Data Scientists specialising in Computer Vision and Multimodal LLMs post-training.

You'll focus on developing advanced models for precise OCR, KYC verification, and document/image information extraction. This work directly supports enhanced user onboarding, verification workflows, and several downstream applications. You'll use modern technologies, including Multimodal LLMs, to improve visual intelligence capabilities.

The Critical Tasks You Will Perform

You will:

  • Build at Massive Scale: Design, train, and fine-tune state-of-the-art models, including OCR and Vision LLMs, to analyse and extract information from complex documents. Your work will be at the core of Grab's ability to scale KYC and onboarding operations.
  • Architect and Own End-to-End Solutions: Architect, design, and own the document processing pipelines that solve critical business challenges like identity verification, from initial concept to live production models.
  • Productionize and Optimize: Deploy your models into our high-throughput production environment, implement monitoring for production metrics, and iterate to improve performance, latency, and efficiency.
  • Drive Innovation: Research and prototype with the latest advancements in AI, translating cutting-edge academic research into tangible product impact.
  • Influence Through Clarity: Articulate technical concepts, model trade-offs, and experimental findings to stakeholders in product, policy, and operations.


Job Requirements


Company Benefits

Competitive benefits

We know that a fulfilling job is about more than just a paycheck. Yes, we offer competitive salaries, but also a whole lot more!

Flexibility

Experience true flexibility in your working environment and the way things work around here.

Career advancement

We invest in your career growth - where you'll get to develop tech that impacts everyone in the region.


Additional Info

Company Activity

Last active - 1 week ago

Job Specialisation


Company Profile

Grab-logo-image

Grab

Inspired to make taxi rides safer in Malaysia, our Co-Founders, Anthony Tan and Hooi Ling Tan launched the "MyTeksi" app in 2012. With investment and growth, it became GrabTaxi – expanding to the Philippines and Thailand by 2013 and in 2014, it became the region's biggest e-taxi fleet in Singapore. After 10 years, Grab has expanded to 8 countries with approximately 32 million users each month. We continue to expand...
Upload Resume