Senior Data Scientist

5 days ago

Singapore Grab Full time

Senior Data Scientist (Search & Personalisation)
Full-time
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.
Get to know the team
You'll be part of the SNP Data Science Search and Ranking team, an established group dedicated to enhancing Grab Food and Mart Search and Ranking experiences. We focus on developing cutting-edge Deep Learning models to deliver user experiences. Our team comprises passionate Data Scientists with various expertise. If searching for Search and Ranking challenges excites you, we'd love to have you join us
Get to know the job
As a Senior Data Scientist, you'll create scalable machine learning algorithms. Your work will span important areas like Search, Ranking, Natural Language Processing, and Large Language Models (LLMs), all contributing to Grab's growth. You will be based onsite at Grab Singapore One North office and report to the Senior Data Science Manager.
The Critical Tasks You Will Perform:
Process large-scale datasets for model development and training.
Design and implement efficient, scalable machine learning and deep learning algorithms.
Evaluate algorithm performance within search systems and improve relevance and efficiency.
Deploy models to production environments, focusing on robustness and maintainability.
Run A/B tests to assess model performance, troubleshoot issues, and identify opportunities for improvement.
Keep up with recent advances in Search, Ranking, NLP, and LLMs.
Collaborate closely with backend engineers, product managers, analysts, and UX designers.
What Essential Skills You Will Need
Bachelor's degree in Computer Science, Electrical/Computer Engineering, or a related technical field.
At least 2 years of experience applying deep learning in domains like Search, Ranking, NLP, or LLMs.
Ability to develop and deploy large-scale machine learning solutions.
Skill in translating requirements into technical solutions.
Expertise in frameworks like TensorFlow or PyTorch.
Proficiency in Python for software development.
Life at Grab
We care about your well-being at Grab. Here are some of the global benefits we offer:
Term Life Insurance and comprehensive Medical Insurance.
Flexibility with GrabFlex to create a benefits package that suits your needs and aspirations.
Celebrating life moments with parental and birthday leave, and giving back through LASA volunteering leave.
Confidential Grabber Assistance Programme to support you and your loved ones through life's challenges.
What we stand for at Grab
We are committed to building an inclusive and equitable workplace that provides equal opportunities for all Grabbers to grow and excel. We consider all candidates fairly and equally, regardless of nationality, ethnicity, religion, age, gender, family commitments, impairments, or other attributes that make them unique.
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