Senior Data Scientist (Deliveries)

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

Get to know the role:

  • Develop creative and highly scalable machine learning algorithms to solve problems in Search, Natural Language Processing and/or Computer Vision domains that is critical to Grab’s business

  • Drive product improvements and roll-out of new features with state-of-the-art algorithms

The day-to-day activities:

  • Deep dive into the big datasets and prepare them for model building and training

  • Design and build efficient and scalable deep learning and machine learning algorithms

  • Evaluate the performance of the algorithms on image and/or text datasets

  • Deployment of solutions to production platforms

  • Contribute to team’s innovation and IP creation

  • Keep up with the latest literature in Search, Natural Language Processing and/or Computer Vision

  • Collaborate with other data scientists, software engineers, and business operation teams

The must haves:

  • Ph.D. graduate, or Master’s with 2 years of relevant experience, in Computer Science, Electrical/Computer Engineering, Operations Research, or related technical disciplines

  • Solid background in deep learning for Search, Natural Language Processing and/or Computer Vision

  • Familiar with mainstream deep learning programming frameworks (e.g. TensorFlow, PyTorch)

  • Excellent software development capabilities, preferably in Python/Scala/C++ with good programming style and work habits; knowledge of GoLang would be an advantage

  • Self-motivated and independent learner who is willing to share knowledge with the team

  • Detail-oriented and effective time management, who thrives in a dynamic and fast-paced working environment

Really good to haves:

  • Experience in working with food, delivery, and e-commerce data and use cases

  • Knowledge of model compression techniques

  • Experience with one or more big data processing frameworks such as Spark

  • Experience in parallel programming and multithreading

  • Knowledge in code optimization techniques

*** Mention DataYoshi when applying ***

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