Senior Data Scientist (Search & Recommendations)

Added
16 days ago
Type
Full time
Salary
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Related skills

nlp python deep learning tensorflow pytorch
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πŸ“‹ Description

  • Design and implement deep learning algorithms for search ranking, session-based recommendations
  • Fine-tune and deploy Large Language Models (LLMs) to improve search query understanding and
  • Lead offline evaluation design and online A/B testing to validate model performance, ensuring
  • Partner with software engineers to scale models from prototype to production, including model
  • Translate data insights into concrete product features by collaborating with product managers and
  • Monitor model performance in production and implement retraining pipelines to maintain prediction

🎯 Requirements

  • Master's in Computer Science, Operations Research, Statistics, or equivalent quantitative field, or
  • At least 3 years of experience building and deploying deep learning models for search
  • Hands-on experience with Python and Scala to build data pipelines and model serving systems that
  • Proficiency in at least one deep learning framework (PyTorch, TensorFlow, or JAX) to implement
  • Experience with LLM fine-tuning and deployment using frameworks such as Hugging Face Transformers
  • Demonstrated experience with A/B testing frameworks and statistical evaluation methods to measure

🎁 Benefits

  • Term Life Insurance and comprehensive Medical Insurance.
  • GrabFlex: create a benefits package that suits your needs and aspirations.
  • Parental and Birthday leave, and Love-all-Serve-all (LASA) volunteering leave.
  • Confidential Grabber Assistance Programme to guide and uplift you and your loved ones through
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