Visionary AI Innovator for E-commerce Solutions

2 weeks ago

Singapore beBeeMachineLearning Full time $80,000 - $120,000

Job Description:

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  • We are seeking a talented and ambitious individual to join our team as a Graduate Machine Learning Engineer. In this role, you will be responsible for developing and implementing cutting-edge machine learning algorithms to combat risks and low-quality merchants in e-commerce scenarios.
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You will work closely with cross-functional teams to design and build large-scale graph storage and graph learning platforms that improve relationship building and governance within the TikTok e-commerce community.

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Key Responsibilities:

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  • Develop and implement machine learning algorithms to identify and predict risks and low-quality merchants in e-commerce scenarios.
  • Design and build large-scale graph storage and graph learning platforms to improve relationship building and governance within the TikTok e-commerce community.
  • Collaborate with cross-functional teams to develop and deploy data models that support business operations.
  • Explore and research cutting-edge technologies in machine learning/graph learning/sequence learning and related fields.
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Qualifications:

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  • Final year graduates in Computer Science or quantitative field.
  • Solid coding skills and familiar with deep learning frameworks such as PyTorch, TensorFlow, DGL, pyg, sklearn, etc.
  • Familiar with one or more algorithms in machine learning/graph learning/sequence learning, such as graph modeling, timing signal modeling, node/subgraph classification, community mining, representation learning, self-supervised/semi-supervised learning, with a certain depth and breadth.
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Preferred Qualifications:

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  • Good sense of teamwork and communication skills, practical experience in relevant business scenarios is preferred.
  • Published papers in high-level computer science conferences (ACL, EMNLP, NIPS, AAAI, etc.) or have competition experience are preferred.
  • Familiar with the application of related algorithms in data mining, search recommendation, content understanding, and governance risk control preferred.
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The ideal candidate will have a strong foundation in machine learning and programming, excellent communication and teamwork skills, and a passion for innovation and problem-solving.

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