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NLP Algorithm Engineer – E-Commerce

SpringCube

Full time - Senior Associate/ Asst Manager

Digital Entertainment

Singapore ( Onsite )

Published 1 week ago

Salary: SGD5,000 - SGD10,000

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      Job Description

      The SpringCube team curated the following job opportunity to help you in your job search. Explore the position below to find your next career move.

      NLP Algorithm Engineer – E-Commerce

      Company Overview:

      This company is a global leader in short-form mobile video, with a mission to inspire creativity and bring joy to users worldwide. The company operates across various locations, including major cities in North America, Europe, Asia, and the Middle East. It provides a space for imaginations to thrive, constantly innovating and growing through collaboration and creativity.

      Job Description:

      Responsibilities:

      • Analyze and understand massive addresses using natural language processing (NLP) algorithms, improving various parts of the e-commerce shopping system, including search/recommendation, transactions, and fulfillment.
      • Analyze and understand text information from e-commerce content and products, mining shopping trends and recognizing product attributes.
      • Explore cutting-edge NLP technologies and apply them to e-commerce business scenarios.
      • Support the production of scalable and optimized AI/machine learning (ML) models.
      • Focus on building algorithms for the extraction, transformation, and loading of large volumes of real-time, unstructured data to deploy AI/ML solutions.
      • Run experiments to test the performance of deployed models, identifying and resolving any bugs that arise.
      • Work in a team setting, applying knowledge of statistics, scripting, and programming languages.
      • Work with relevant software platforms in which the models are deployed.

      Qualifications:

      Minimum Qualifications:

      • Minimum 3 years of work experience in related fields.
      • Solid foundation in NLP algorithms, with in-depth study and practical experience in text classification, similarity matching, dialogue question answering, machine translation, sequence tagging, Knowledge Graphs, intention understanding, word meaning disambiguation, and other NLP areas.
      • Familiarity with at least one framework such as TensorFlow, PyTorch, or MXNet, including their training and deployment details.
      • Strong practical ability, with a preference for candidates who have won relevant competitions or published papers at top academic conferences (e.g., ACL, EMNLP).
      • Experience in e-commerce address, content analysis, and product attribute analysis is preferred.
      • Familiarity with big data frameworks and applications, with a preference for candidates familiar with MR or Spark.

      Disclaimer:
      SpringCube curates tech job listings from various company websites to support tech professionals in Singapore during these challenging times.

      1. No Endorsement: Job ads on SpringCube do not imply endorsement of their authenticity or quality.
      2. No Client Relationship: This company is not a client of SpringCube unless stated.
      3. Users must click to apply, redirecting to the employer’s career page.
      4. No Liability: SpringCube is not liable for inaccuracies.

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