NLP Algorithm Engineer for E-commerce Knowledge Graph

4 weeks ago

Seattle, Washington, United States Tik Tok Full time
About the Role

We are seeking a highly skilled NLP Algorithm Engineer to join our E-commerce Knowledge Graph team at TikTok. As a key member of our team, you will be responsible for developing state-of-the-art NLP/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.

Key Responsibilities
  • 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.
  • Knowledge graph construction, including product/content/feedback understanding and category/brand/SPU construction.
  • Construct knowledge graphs of buyers and products.
Requirements
  • Bachelor's degree in Computer Science or related technical field.
  • 3+ working experience in one of the following fields: machine learning, NLP, and computer vision.
  • Experience with software development in at least one of the following programming languages: C++, Python, Go, Java.
  • Good 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 frameworks such as TensorFlow/PyTorch, understanding distributed training, distillation acceleration, and other implementation methods.
  • Experience in text classification, text matching, sequence labeling, knowledge graph.
  • Aware of certain processing methods and optimization experience on domain adaptation, small sample construction, text mining, unsupervised/semi-supervised and other similar issues.
  • Familiar with commonly used machine learning and deep learning algorithms, understand basic network model structure (DNN/LSTM/CNN, etc.) and text representation methods (LDA/Word2Vec/ELMo/GPT/BERT, etc.), have practical experience in deep learning training and reasoning model tuning.
  • Experience in large-scale text data processing or cleaning (Such as using Hadoop/Spark/Hive/Flink).
About TikTok

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. 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 [redacted].

  • NLP Algorithm Engineer for E-commerce Knowledge Graph

    4 weeks ago

    Seattle, Washington, United States Tik Tok Full time

    About the RoleWe are seeking a highly skilled NLP Algorithm Engineer to join our team and contribute to the development of state-of-the-art NLP/ML algorithms and strategies for our E-commerce Platform. As a key member of our team, you will be responsible for designing and implementing algorithms to improve user consumption experience, inspire merchants'...

  • NLP Algorithm Engineer

    4 weeks ago

    Seattle, Washington, United States Tik Tok Full time

    About UsTikTok is a leading destination for short-form mobile video, inspiring creativity and bringing joy to over 1 billion users worldwide. Our global offices foster a culture of innovation, diversity, and inclusivity.Job SummaryWe are seeking an experienced NLP Algorithm Engineer to join our team responsible for developing state-of-the-art NLP/ML...

  • NLP Algorithm Engineer

    3 weeks ago

    Seattle, Washington, United States Hireio, Inc. Full time

    Job Title: NLP Algorithm EngineerWe are seeking a highly skilled NLP Algorithm Engineer to join our team at HirelO, Inc. in the San Francisco Bay Area or Seattle. As a key member of our team, you will be responsible for developing state-of-the-art NLP/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and...

  • NLP Algorithm Engineer/Software Engineer

    4 weeks ago

    Seattle, Washington, United States HireIO Inc Full time

    Job Title: NLP Algorithm Engineer/Software EngineerAt HireIO Inc, we strive to create innovative solutions that drive business growth and customer satisfaction. As a leading recruitment company, we specialize in candidate sourcing, screening, and interviewing to simplify the hiring process for businesses of all sizes and industries.We believe in the power of...

  • NLP Algorithm Engineer/Software Engineer

    4 weeks ago

    Seattle, Washington, United States HireIO Inc Full time

    About HireIO IncWe inspire opportunities and create meaningful lives through workforce solutions. As a leading recruitment company, we specialize in candidate sourcing, screening, interviewing, and simplifying the hiring process for businesses of all sizes and industries.Job SummaryLocation: USA/California/SF Bay Area, SeattleWork Model: HybridJob...

  • E-commerce Governance Algorithm Technical Manager

    4 weeks ago

    Seattle, Washington, United States TikTok Full time

    About the RoleWe are seeking a highly skilled E-commerce Governance Algorithm Technical Manager to join our team at TikTok. As a key member of our Governance and Experience team, you will be responsible for designing, building, and optimizing e-commerce governance algorithm pipelines using NLP/CV/ML to detect and control risks in contents, creators,...

  • Computer Vision Algorithm Engineer

    2 days ago

    Seattle, Washington, United States Tik Tok Full time

    Job DescriptionAt TikTok, we're 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.We're seeking a talented Computer Vision Algorithm Engineer to join our team. As a key member of our e-commerce business,...

  • NLP Algorithm Engineer/Software Engineer

    2 days ago

    Seattle, Washington, United States Hireio, Inc. Full time

    Job TitleAt HirelO, we inspire opportunities and create meaningful lives through workforce solutions. As a leading recruitment company, we specialize in candidate sourcing, screening, interviewing, to simplify the hiring process for businesses of all sizes and industries. We believe in the power of diversity and skillful workforces, and we strive to provide...

  • Senior Machine Learning Engineer

    6 hours ago

    Seattle, Washington, United States Tik Tok Full time

    E-commerce Recommendations EngineerWe are a team of applied machine learning engineers and data scientists at TikTok, focused on developing innovative algorithms and techniques to improve user engagement and satisfaction in our E-commerce platform.As an E-commerce Recommendations Engineer, you will be responsible for designing and developing NLP-related...

  • Computer Vision Engineer

    3 days ago

    Seattle, Washington, United States Tik Tok Full time

    Job Title: Computer Vision Algorithm EngineerAt TikTok, we're 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.Responsibilities:Develop state-of-the-art CV/NLP/ML algorithms and strategies to improve user...

  • Machine Learning Engineer Graduate

    2 days ago

    Seattle, Washington, United States Tik Tok Full time

    Role OverviewAs a key member of our Knowledge Graph team, you will play a crucial role in developing and maintaining vast knowledge graphs that encapsulate real-world products, aiding in feed ranking, recommendations, and ads.Key Responsibilities:Craft intricate knowledge graphs, encompassing areas like product/content insights and category/brand/SPU...

  • Machine Learning Engineer Intern

    2 days ago

    Seattle, Washington, United States Tik Tok Full time

    About the RoleWe are seeking a talented Machine Learning Engineer Intern to join our E-Commerce Search Algorithm team. As a key member of our team, you will be responsible for improving the basic search quality and user experience by optimizing query analysis and text relevance matching.You will also be working on understanding e-commerce video content and...

  • E-commerce Engineering Manager

    3 weeks ago

    Seattle, Washington, United States Tik Tok Full time

    About the RoleWe are seeking an experienced E-commerce Engineering Manager to join our team at TikTok. As a key member of our product engineering team, you will be responsible for building and maintaining our e-commerce ecosystem, ensuring it is innovative, secure, and intuitive for our users.Key ResponsibilitiesDesign and develop scalable and reliable...

  • Senior NLP Engineer

    2 days ago

    Seattle, Washington, United States Hireio, Inc. Full time

    Job Title: Large Language ModelAt Hireio, Inc., we are seeking a highly skilled Senior NLP Engineer to join our team.Job Summary:We are looking for a talented engineer with expertise in NLP, ranking, ads, search engines, recommender systems, and machine learning. The ideal candidate will have a strong background in C/C++ or Python, with a proven track record...

  • Machine Learning Engineer, E-Commerce Governance Specialist

    2 days ago

    Seattle, Washington, United States Tik Tok Full time

    About the RoleWe are seeking a highly skilled Machine Learning Engineer to join our E-Commerce Governance team. As a key member of our team, you will be responsible for developing and implementing advanced AI-powered algorithms to support our e-commerce business.Key ResponsibilitiesDesign and develop machine learning models to identify and mitigate risks in...

  • Senior E-commerce Product Engineer

    3 weeks ago

    Seattle, Washington, United States TikTok Full time

    About the RoleWe are seeking a highly skilled and experienced Senior E-commerce Product Engineer to join our team at TikTok. As a key member of our e-commerce platform development team, you will be responsible for building and maintaining our e-commerce ecosystem, ensuring it is innovative, secure, and intuitive for our users.Key ResponsibilitiesDesign and...

  • Backend Software Engineer, Global E-Commerce Product Development

    7 hours ago

    Seattle, Washington, United States Tik Tok Full time

    Job DescriptionTikTok is a leading short-form mobile video platform that inspires creativity and brings joy. We are seeking a talented Backend Software Engineer to join our Global E-Commerce team.The successful candidate will be responsible for designing, implementing, and delivering high-quality capabilities for global e-commerce businesses, including...

  • Backend Software Engineer for Global E-commerce

    4 weeks ago

    Seattle, Washington, United States Tik Tok Full time

    Job Title: Backend Software Engineer for Global E-commerceWe are seeking a highly skilled Backend Software Engineer to join our Global E-commerce team. As a key member of our team, you will be responsible for designing, implementing, and delivering high-quality capabilities for global e-commerce businesses.Responsibilities:Design and implement high-quality...

  • Senior E-commerce Software Engineer

    8 hours ago

    Seattle, Washington, United States Tik Tok Full time

    At TikTok, we're building an e-commerce ecosystem that's innovative, secure, and intuitive for our users. We're looking for passionate and talented individuals to join our product engineering team as we drive the future of e-commerce.Responsibilities:Collaborate with Product Managers, Designers, and other disciplines to explore the next generation of...

  • Software Engineer, Full Stack

    6 hours ago

    Seattle, Washington, United States Tik Tok Full time

    Job DescriptionTikTok is a leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. As a Software Engineer, Full Stack - Global E-commerce, you will be part of a team that creates end-to-end solutions from webapp to backend to enhance the CI/CD platform experience.Responsibilities:Research, design, and...