B
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
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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
Skills
Tools & software
How they work
Communication
Teamwork & Collaboration
Problem Solving
Accountability