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Algorithm Engineer - Natural Language Processing, Search

Shopee

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Job Summary


Job Type
Permanent

Seniority
Mid

Years of Experience
At least 5 years

Tech Stacks
Entity
C++
Go
Python
Java

Job Description


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The search algorithm team is responsible for Shopee’s product and store search. Our main mission is to continuously build world class search algorithms and become a power engine for the company's sustainable growth. We welcome passionate and experienced talents to join us and serve our customers from all over the world.

  • Responsible for the design and optimisation algorithms, including category prediction, entity matching, semantic models, etc.
  • Design and optimisation of the recall algorithm model, including query rewriting, vector retrieval, deep personalised retrieval model, multi-modal retrieval model, etc.
  • Construct and apply knowledge graphs and knowledge bases, data annotation and data mining and apply them to relevance, query rewrite and etc.
  • Enhance user shopping experience through improving features such as prefill, suggestion and related search.

Requirements

  • More than four years of relevant work experience
  • Master degree or above in computer science, computational linguistics and other related majors
  • Have excellent coding skills, hands-on online code development experience, and proficiency in at least one language among C++/Golang/Python/Java

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