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Search and Recommendation Algorithm Expert

Beijing Foreign Enterprise Management Consultants Co.,Ltd.

Singapore · Full Time

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Experience
3+ yrs
Salary
Openings
1
Posted
3 hari yang lalu
Work mode
In office
Education
PhD
Resume
Required to apply

Where you'll work

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Job description

Overview

We are collaborating with a top-tier global information and communication technology company seeking driven and skilled professionals to enhance their search and recommendation services.

Key Responsibilities

  • Engage in the development and research of search functionalities within the company’s app store, covering applications and a variety of other services.
  • Take charge of the entire lifecycle for building and integrating recall and ranking algorithms.
  • Design and execute A/B test scenarios, experiments, and evaluation techniques to assess and compare the effectiveness of different search and recommendation models.
  • Investigate and apply pioneering approaches leveraging advanced AI technologies such as information retrieval, ranking systems, large language models (LLM), and related search and recommendation fields.

Qualifications and Requirements

  • PhD degree highly preferred, specializing in Computer Science, Engineering, or closely related disciplines.
  • Preferably a minimum of three years’ experience managing teams within search engine projects.
  • Deep knowledge of data structures, algorithms, machine learning, deep learning, natural language processing, large language models, and big data analytics.
  • Practical expertise coding in Python, Java, and Scala, along with strong familiarity with deep learning frameworks such as TensorFlow or PyTorch.
  • Experience with research or development projects in domains like search engines, advertising, or AI-generated content is advantageous.
  • Strong analytical skills to effectively pinpoint root causes from complex and extensive business data sets and propose robust solutions.
  • Excellent communication abilities, high responsibility, and teamwork skills.

Minimum education

Doctorate

Tools & software

PyTorch TensorFlow PyTorch required TensorFlow required

How they work

Communication Teamwork & Collaboration Problem Solving Accountability

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