Data Scientist – Search & Recommendation

🕒 June 9

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Logo of Binance

Binance

1001 - 5000 employees

Founded 2017

₿ Crypto

💳 Fintech

💰 Initial Coin Offering on 2020-12

Crypto • Fintech

Binance is the world's leading cryptocurrency exchange, serving over 235 million registered users across more than 180 countries. The platform offers a wide array of services, including the trading of over 350 cryptocurrencies in Spot, Margin, and Futures markets. Users can also buy and sell crypto via Binance P2P, earn interest through Binance Earn, and engage in NFT trading on the Binance NFT marketplace. Binance provides low transaction fees and diverse payment options, making it a preferred choice for cryptocurrency enthusiasts worldwide.

📋 Description

• 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

• Competitive salary and company benefits • Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)

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