NLP Algorithm Engineer/ Sofware Engineer-NLP
2 weeks ago
Job Summary:
Location: Usa/Usa/California/Sf Bay Area, Seattle
Work Model: Hybrid
Our team is 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. More specifically, our team is responsible for the algorithms of Intelligent Customer Service and Product Knowledge Graphs under company's global e-commerce business.
Requirements
What you will do:
- Participate in the development of AI customer service within the e-commerce ecosystem to help our sellers better serve our customers
- 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
- Build an intelligent dialogue system, including mining questions and answers
- Language understanding, including intention recognition, emotion recognition, FAQ, etc
- Develop multilingual text generation such as products' copy, dialogue summary, email reply, etc
- Knowledge graph construction, including product/content/feedback understanding and category/brand/SPU construction
- Construct knowledge graphs of buyers and products
- Bachelor's degree in Computer Science or related technical field
- 2+ 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
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