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Binance

Binance - Data Scientist (Search & Recommendation)

Hong Kong; Singapore; Taiwan2d ago
In OfficeSeniorAPACArtificial IntelligenceData ScientistTeam ManagementLearning & DevelopmentPyTorchTensorFlow

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.

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. • 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.

Benefits

• Shape the future of finance • Collaborate with world-class talent in a user-centric global organization with a flat structure • Tackle challenging projects in a fast-paced and innovative enviornment with autonomy • Thrive in a results-driven workplace with opportunities for career growth and continuous learning • Competitive salary and company benefits • Remote-first, work-from-home arrangement (may vary depending on the nature of the role and team)

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