Machine Learning Engineer, Recommendation, E-Commerce Alliance

1 week ago


Seattle, United States Tik Tok Full time
Responsibilities

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, Mountain View, New York, Austin, London, Paris, Berlin, Dubai, Singapore, Jakarta, São Paulo, Seoul and Tokyo.

Why Join Us
At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok.

The e-commerce alliance team aims to serve merchants and creators in the e-commerce platform to meet merchants' business indicators and improve creators' creative efficiency. By cooperating with merchants and creators, we aim to provide high-quality content and a personalized shopping experience for TikTok users, create efficient shopping tools at seller centers, and promote cooperation between merchants and creators.

Job responsibilities:
1. Build and design large-scale machine learning algorithms to model the real-time interests of creators to improve conversion efficiency
2. Optimize TikTok's massive commodity relationship mining and ranking and recall of creators' product recommendations, and improve the overall GMV of the platform
3. Use the large scale of data to deeply analyze the behavior of creators and merchants and build targeted algorithm strategies to empower creators and merchants, improve merchants' monetization efficiency, and boost industrial upgrading
4. Support the rapid development of TikTok's e-commerce business, serve millions of merchants, explore more efficient business models, satisfy users with the best shopping experience, and promote healthy ecological development

Qualifications

1. 3+ years of industry experience with solid theoretical foundation of machine learning;
2. Familiar with common algorithms such as matrix factorization, GBDT, LTR, Word2vec, DIN, Deep&Wide;
3. Proficient in Python and C++ languages
4. Proficiency in using any of the following open source tools: XGboost, TensorFlow, Caffe;
5. Have excellent learning ability and good communication and cooperation spirit.

TikTok 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.

TikTok is committed to providing reasonable accommodations during our recruitment process. If you need assistance or an accommodation, please reach out to us at [redacted]

  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, Mountain View, New York, Austin, London, Paris, Berlin, Dubai, Singapore, Jakarta, São Paulo, Seoul and Tokyo. Why Join Us At TikTok, our people are humble, intelligent,...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, Mountain View, New York, Austin, London, Paris, Berlin, Dubai, Singapore, Jakarta, São Paulo, Seoul and Tokyo. Why Join Us At TikTok, our people are humble, intelligent,...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, Mountain View, New York, Austin, London, Paris, Berlin, Dubai, Singapore, Jakarta, São Paulo, Seoul and Tokyo. Why Join US At TikTok, our people are humble, intelligent,...


  • Seattle, Washington, United States Tik Tok Full time

    About the Role We are looking for an experienced E-commerce Machine Learning Engineer to join our team at TikTok. As a key member of our recommendation systems team, you will play a crucial role in developing and maintaining our E-commerce video feed recommendation algorithms. Your primary responsibility will be to design, develop, and evaluate large-scale...


  • Seattle, Washington, United States Tik Tok Full time

    Job DescriptionTikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. Our platform is built to help imaginations thrive, making it an exciting place to work.About the RoleWe are seeking an experienced E-Commerce Recommendation Systems Engineer to join our team in Los Angeles or Singapore. As a key...


  • Seattle, Washington, United States Tik Tok Full time

    About UsTikTok is a leading global destination for short-form mobile video, dedicated to inspiring creativity and bringing joy. Our mission is to empower imagination and make a positive impact on the communities we reach.We are committed to creating an inclusive work environment where employees are valued for their skills, experiences, and unique...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imagination...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imagination...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. U.S. Data Security ("USDS") is a subsidiary of TikTok in the U.S. This new, security-first division was created to bring heightened focus and governance to our data protection policies and content assurance protocols to keep...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imaginations...


  • Seattle, United States Tik Tok Full time

    Responsibilities About Us: TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us: Creation is the core of TikTok's purpose. Our platform is built to help...


  • Seattle, United States Tik Tok Full time

    Responsibilities About Us: TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us: Creation is the core of TikTok's purpose. Our platform is built to help...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We create to...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We create to...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We...


  • Seattle, Washington, United States Tik Tok Full time

    About the JobThe Web Ads and Open-loop E-commerce team at TikTok is seeking a seasoned Machine Learning Engineer to improve our existing delivery system for advertisers.Design and develop highly scalable machine learning systems to optimize ads ranking quality and improve ROI for advertisers.Collaborate with cross-functional teams to build connections...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We...


  • Seattle, United States Tik Tok Full time

    Responsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We...