Senior Data Scientist
Senior Data Scientist
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Job Description
Get to know the team
Youll 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 wed love to have you join us!
Get to know the job
As a Senior Data Scientist youll create scalable machine learning algorithms. Your work will span important areas like User Understanding Generative Recommendation and Large Language Models (LLMs) all contributing to Grabs 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.
Qualifications :
What Essential Skills You Will Need
- You have a Bachelors 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
Additional Information :
Life at Grab
We care about your well-being at Grab here are some of the global benefits we offer:
- We have your back with Term Life Insurance and comprehensive Medical Insurance.
- With GrabFlex create a benefits package that suits your needs and aspirations.
- Celebrate moments that matter in life with loved ones through Parental and Birthday leave and give back to your communities through Love-all-Serve-all (LASA) volunteering leave
- We have a confidential Grabber Assistance Programme to guide and uplift you and your loved ones through lifes challenges.
What we stand for at Grab
We are committed to building an inclusive and equitable workplace that enables diverse Grabbers to grow and perform at their best. As an equal opportunity employer we consider all candidates fairly and equally regardless of nationality ethnicity religion age gender identity sexual orientation family commitments physical and mental impairments or disabilities and other attributes that make them unique.
Remote Work :
No
Employment Type :
Full-time
Employment Type
Full-time
