数据科学家（搜索与推荐）
Data Scientist (Search & Recommendation)
Binance 是一个领先的全球区块链生态系统，是全球交易量和注册用户最多的加密货币交易所。我们凭借行业领先的安保措施、用户资金透明度、交易引擎速度、深度流动性以及无与伦比的数字资产产品组合，赢得了全球 100 多个国家超过 3 亿人的信赖。Binance 的服务涵盖交易与金融、教育、研究、支付、机构服务、Web3 功能等。我们利用数字资产和区块链的力量，构建一个包容性的金融生态系统，以推进货币自由并改善全球人们的金融可及性。
职责
- 设计和管理搜索推荐服务和模型，支持内容团队，推动内容生态系统的建设。
- 利用基于机器学习的个性化方法、设计模式和工具，提升内容匹配和分发效率。
- 深入理解内容领域的推荐系统，结合业务知识推动 AI 产品升级，提升内容体验和业务成果。
- 使用数据驱动策略，主导核心内容推荐模块的开发，最大化内容价值和用户影响。
- 与内容、业务和产品管理团队合作，识别内容场景中的需求和机会，并共同定义成功指标。
要求
- 机器学习、计算机视觉、计算机科学或应用数学硕士或博士学历，至少 5 年相关行业经验（有内容领域经验者优先）。
- 熟练使用流行的机器学习框架，如 PyTorch 或 TensorFlow。
- 有大规模应用开发经验，最好是在内容相关的面向用户的应用中。
- 具备优秀的跨团队协作能力，能够有效与全球内容团队合作。
- 在顶级会议或期刊上发表过论文者优先。
为什么选择 Binance
• 与全球领先的区块链生态系统一起塑造未来
• 在以用户为中心的扁平化结构全球组织中与世界级人才合作
• 在创新环境中自主开展独特而快节奏的项目
• 在注重结果的工作环境中实现职业成长和持续学习的机会
• 具有竞争力的薪资和公司福利
• 远程办公安排（具体安排可能因情况而异）
查看英文原文
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.
Why Binance
• Shape the future with the world’s leading blockchain ecosystem
• Collaborate with world-class talent in a user-centric global organization with a flat structure
• Tackle unique, fast-paced projects with autonomy in an innovative environment
• Thrive in a results-driven workplace with opportunities for career growth and continuous learning
• Competitive salary and company benefits
• Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.
By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice.
Originally posted on Himalayas