Senior Data Scientist (Deliveries - Food)

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

Job Description :
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

Driveproductimprovements 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 toproduction 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 relatedtechnical 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 softwaredevelopmentcapabilities, 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 compressiontechniques

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

Experience in parallel programming and multithreading

Knowledge in code optimizationtechniques

Job Description :
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

*

*** Mention DataYoshi when applying ***

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