Data Scientist – Search & Recommendation
Binance
full-time
Posted on:
Location Type: Hybrid
Location: Hong Kong • Hong Kong
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Tech Stack
About the role
- 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.
Benefits
- Flexible working hours
- Remote-first
- Casual work attire
- Opportunities for career growth and continuous learning
- Competitive salary and company benefits
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningrecommendation systemsdata-driven strategiescontent matchingcontent distributionPyTorchTensorFlowlarge-scale application developmentAI product upgradescontent ecosystem development
Soft Skills
cross-team collaborationcommunicationleadershipproblem-solvinginterpersonal skills
Certifications
MScPhD