Get to know the team
You'll be part of the SNP Data Science Personalization team, an established group dedicated to enhancing personalization experiences for Grab Food/Mart/Transport. We aim to develop cutting-edge Deep Learning models to deliver best user experiences. Our team comprises passionate Data Scientists with various expertise. If personalization and recommendation challenges excite 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 User Understanding, Generative Recommendation, 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:
- You will process large-scale datasets for model development and training.
- You will design and implement efficient, scalable machine learning and deep learning algorithms.
- You will evaluate how algorithms perform within recommendation systems and improve relevance and personalization.
- You will deploy models to production environments, focusing on robustness and maintainability.
- You will run A/B tests to assess model performance, troubleshoot issues, and pinpoint opportunities for improvement.
- You will keep up with recent advances in User Understanding, Generative Recommendation, and LLMs.
- You will work with backend engineers, product managers, analysts, and UX designers.
What Essential Skills You Will Need
- You have a Bachelor's degree in Computer Science, Electrical/ Computer Engineering, or a related technical field.
- You have at least 2 years of experience applying deep learning in domains like User Understanding, Recommendation Systems, or LLMs.
- You can develop and deploy large-scale machine learning solutions.
- You can translate requirements into technical solutions.
- You have expertise in frameworks like TensorFlow or PyTorch.
- You have software development abilities in Python
