TikTok
Tech Lead, TikTok E-commerce Knowledge Graph
TikTok, Seattle, Washington, us, 98127
Responsibilities:TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Our team is responsible for developing state-of-the-art NLP/CV/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and revenue, and build a fair and flourishing ecosystem on our E-commerce Platform. More specifically, our team is responsible for the algorithms of Product Knowledge Graphs under TikTok's global e-commerce business.
What you will do:
Participate in the development of massive knowledge graphs of real-world products to support feed ranking, recommendations, and ads.Collaborate with product managers, data scientists, and the product strategy & operation team to define product strategies and features.Responsibilities:Lead the team to construct the Knowledge graph, including product/content/feedback understanding and category/brand/SPU construction.Build, expand and manage buyers' and products' global e-commerce knowledge graphs.Collaborate with strategy team, product managers, policy team and ops team to define products and drive initiatives from engineering viewpoints.Minimum Qualifications:
Bachelor's degree in Computer Science or related technical field5+ working experience in one of the following fields: machine learning, NLP(Natural Language Processing), multimodal, and computer visionExperience with software development in at least one of the following programming languages: C++, Python, Go, JavaGood sense of teamwork and communication skills, practical experience in relevant business scenarios is preferred.Preferred Qualifications:
Proficient in using at least one mainstream deep learning framework such as TensorFlow/PyTorch, understanding distributed training, distillation acceleration, and other implementation methods.Experience in text classification, text matching, sequence labeling, and knowledge graph.Strong sense of responsibility and good at communication and teamworkPassionate about solving complex and challenging problemsTikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
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Our team is responsible for developing state-of-the-art NLP/CV/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and revenue, and build a fair and flourishing ecosystem on our E-commerce Platform. More specifically, our team is responsible for the algorithms of Product Knowledge Graphs under TikTok's global e-commerce business.
What you will do:
Participate in the development of massive knowledge graphs of real-world products to support feed ranking, recommendations, and ads.Collaborate with product managers, data scientists, and the product strategy & operation team to define product strategies and features.Responsibilities:Lead the team to construct the Knowledge graph, including product/content/feedback understanding and category/brand/SPU construction.Build, expand and manage buyers' and products' global e-commerce knowledge graphs.Collaborate with strategy team, product managers, policy team and ops team to define products and drive initiatives from engineering viewpoints.Minimum Qualifications:
Bachelor's degree in Computer Science or related technical field5+ working experience in one of the following fields: machine learning, NLP(Natural Language Processing), multimodal, and computer visionExperience with software development in at least one of the following programming languages: C++, Python, Go, JavaGood sense of teamwork and communication skills, practical experience in relevant business scenarios is preferred.Preferred Qualifications:
Proficient in using at least one mainstream deep learning framework such as TensorFlow/PyTorch, understanding distributed training, distillation acceleration, and other implementation methods.Experience in text classification, text matching, sequence labeling, and knowledge graph.Strong sense of responsibility and good at communication and teamworkPassionate about solving complex and challenging problemsTikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
#J-18808-Ljbffr