Senior Machine Learning Engineer - TikTok Search Algorithm (Ranking, Relevance, Understanding, User
New Yesterday
About the TeamOn the TikTok Search Team, you will have the opportunity to develop and apply cutting edge machine learning technologies in real-time large-scale systems, which serve billions of search requests every day. Via advanced NLP and multi-modal models, our projects impact and improve the search experience for hundreds of millions of users globally. We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving. Responsibilities
• Optimize the searching quality to provide TikTok's users the best search experience
• Combine your understanding of product objectives and take full advantage of modern machine learning and information retrieval techniques to improve search quality and perception
• Build the core systems and algorithms development including query understanding, result ranking, query recommendation, system reliability, and etc.
• Provide technical leadership to drive search strategy iteration including query understanding, recall & ranking, query recommendation, reliability, etc.
• Provide team guidance, regular feedback, education, coaching and mentoring.
Minimum Qualifications:
• Bachelor or advanced degree in computer science or a related technical discipline
• Experience as tech lead or leading complex and large projects
• Proficient coding skills and strong algorithm & data structure basis
• Effective communication and teamwork skills.
• Proficiency in the following languages but not limited to: C/C++, Python, Java or Golang Preferred Qualifications:
• 5+ years of related industry experience
• Experience in one or more of the following areas: NLP, Ranking, Ads, search engine, recommender system, distributed system, and machine learning
- Location:
- San Jose