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VELOX PAY SINGAPORE PTE. LTD.

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Data Scientist - KYC

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Job Description

  • Work with data like images, videos, audio, and text etc.
  • Design, train, optimize, and deploy deep learning models with GPU.
  • Develop comprehensive unit tests and documentation, and rigorously evaluate and benchmark model performance and quality.
  • Communicate effectively between the business team and the engineering team to gather and implement project requirements.
  • Own the end-to-end process, from defining the technical problem to deploying the solution in collaboration with engineers.
  • Stay current with the latest advancements in deep learning and AI technologies.


Key Requirements

  • 5+ years of experience in deep learning, particularly with computer vision, voice, and text processing.
  • Proficient in data preprocessing, model training, evaluation, and optimisation.
  • Practical experience in applying deep learning to solve real business problems, with models successfully deployed and used in production environments.
  • Proficient with deep learning frameworks such as PyTorch, and familiar with Python, C++, and inference engines like NCNN.
  • Experience with cloud platforms like GCP or AWS, and working knowledge of Android/iOS is a plus.
  • Strong communication skills to understand business needs and effectively convey analytical solutions.
  • Ability to write clear and concise technical documentation.
  • A Master’s or PhD in Computer Science, Data Science, AI, or a related field.

Skills

See also

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