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Hireio, Inc.

Machine Learning Engineer - Search Recommendation (E-commerce)

Posted 20 Hours Ago
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Singapore
Mid level
Singapore
Mid level
The Machine Learning Engineer will enhance search recommendation services for E-commerce, optimizing models and systems at scale. Responsibilities include improving user engagement through advanced recommendation and NLP technologies, as well as participating in various machine learning workflows.
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Description

Responsibilities

- Elevate search recommendation services and models for E-commerce, driving heightened e-commerce search traffic, while enhancing user search and purchasing cognition.

- Optimize the recommender system, focusing on hyperscale machine learning models. This involves diverse tasks spanning recall/first-stage ranking to final-stage ranking within the end-to-end workflow.

- Push the boundaries of short text and general recommendation technology, with a specific emphasis on the interaction between recommendation and NLP technology.

Requirements

Qualifications

Minimum Qualifications

- Bachelor or advanced degree in computer science or a related technical discipline.

- Excellent coding skills. Solid knowledge of data structure and algorithms.

- Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.

- Publication records in top journals or conferences will be a plus. Experience winning ACM-ICPC medals will be a plus.

Preferred Qualifications

- 3+ years of machine learning experience

- Good product sense with a focus on user experience.

- Domain knowledge or working experience in any of these areas: modern Recommendation, Search, Advertisement, E-commerce.

Top Skills

Machine Learning
Natural Language Processing

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