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Binance

Posted 20 months ago

Open

Data Scientist (Search & Recommendation)

AsiaRemoteFull-time

AI Summary

Design and develop search and recommendation models to improve content matching, distribution, and user experience for Binance's content ecosystem.

About this role

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by 300+ million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.

Responsibilities

  • Design and manage search recommendation services and models to support the content team, empowering content ecosystem development.
  • Utilize machine learning-based personalization methods, design patterns, and tools to enhance content matching and distribution efficiency.
  • Deep understanding of recommendation systems within the content domain, leveraging business knowledge to drive AI product upgrades and improve content experience and business outcomes.
  • Lead the development of core content recommendation modules using data-driven strategies to maximize content value and user impact.
  • Collaborate with content, business, and product management teams to identify needs and opportunities within content scenarios, and jointly define success metrics.

    • Requirements

  • MSc or PhD in Machine Learning, Computer Vision, Computer Science, or Applied Mathematics, with at least 5 years of relevant industry experience (experience in the content domain is preferred).
  • Strong hands-on experience with popular machine learning frameworks such as PyTorch or TensorFlow.
  • Experience in large-scale application development, preferably in content-related user-facing applications.
  • Excellent cross-team collaboration skills with the ability to work effectively with global content teams.
  • Publication record at top-tier conferences or journals is a plus.

    • Skills

    A/b TestingContent-domain KnowledgeContent PersonalizationCross-team CollaborationData PipelinesDistributed ComputingExperimentationLarge-scale Model DeploymentMachine LearningMLOpsModel EvaluationPublication Record (preferred)PythonPyTorchRecommendation SystemsSQLTensorFlow

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