Algorithm Engineer
4 weeks ago
The Engineering and Technology team at Shopee is responsible for developing the core of the Shopee platform. We are a group of passionate engineers from around the world, striving to build the best systems with the most suitable technologies. Our engineers do not merely solve problems at hand; we build foundations for a long-lasting future. We don't limit ourselves on what we can or can't do; we take matters into our own hands even if it means drilling down to the bottom layer of the computing platform.
About the TeamThe search and recommendation team is responsible for the search and recommendation of products, stores, and content in all Shopee markets around the world. Our main mission is to support the company's business development needs and continue to empower its rapid growth. In the Search and Recommendation team, you have the opportunity to participate in the construction of full-stack search or recommendation systems and algorithm development, including but not limited to the application of large-scale deep neural networks in e-commerce, e-commerce user behavior modeling, representation learning, graph learning, transfer learning, etc.
Job Description- Be responsible for the research and development of search algorithms or recommendation algorithms for overseas e-commerce products, including but not limited to full-link optimization such as recall, ranking, re-rank, mix-ranking, and relevance.
- Deeply understand the machine learning technology and apply it into the e-commerce business scenarios. You will be working on algorithm modeling to optimize the search or recommendation strategies, and improve search and recommendation indicators on overall e-commerce goals.
- Optimize product performance and data performance through machine learning models and systems.
- Understand and implement the research and implementation of cutting-edge AI algorithms.
- Bachelor degree or above in computer-related majors, machine learning, statistics-related majors, pattern recognition-related majors are preferred.
- Applicants who are familiar with common machine learning basics such as LR/GBDT/DNN, or familiar with the large-scale sparse feature modeling are preferred.
- Good coding and code development capabilities, familiar with Linux, and proficient in any language such as C++/golang/python.
- Be familiar with one or more machine learning fields including but not limited to NLP, CV, search, recommendation, advertising, etc., and continue to follow up on cutting-edge machine learning technologies.
- Applicants good at data analysis using Spark SQL/Scala is preferred.
- Applicants with experience in ACM-ICPC/TCO Algorithm or similar algorithm competitions are preferred.
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Algorithm Engineer
2 months ago
Singapur, Singapore Shopee Full timeAbout the RoleWe are seeking a highly skilled Algorithm Engineer to join our Search and Recommendation team at Shopee. As a key member of our team, you will be responsible for developing and implementing cutting-edge search and recommendation algorithms to enhance the user experience on our platform.Key ResponsibilitiesDesign and develop search and...
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Algorithm Engineer
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Algorithm Developer
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Video Processing Algorithm Engineer
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Algorithm Developer
2 months ago
Singapur, Singapore 3160 KLA-Tencor (Singapore) Full timeAbout the RoleWe are seeking a highly skilled Algorithm Developer to join our team at 3160 KLA-Tencor (Singapore). As an Algorithm Developer, you will be responsible for developing image and signal processing algorithms for our next-generation optical inspection and metrology systems.Key ResponsibilitiesDesign, develop, and implement algorithms for image and...
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Algorithm Developer
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Singapur, Singapore OMNIVISION Full timeJob SummaryWe are seeking a highly skilled Algorithm Developer to join our team at OMNIVISION. As an Algorithm Developer, you will be responsible for developing image/video processing algorithms for camera-related applications.Key ResponsibilitiesExpand existing solutions to new levels of functionality, quality, and performance.Assist other teams with...
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Algorithm Engineer
6 months ago
Singapur, Singapore 3160 KLA-Tencor (Singapore) Full timeDescription Responsibilities: The job focuses on the development of image and signal processing algorithms for the next generations of optical inspection and metrology systems. The responsibilities of this position covers the entire life cycle of algorithms, including modeling, proof-of-concept design, production software design and implementation,...
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Algorithm Engineer Intern
1 month ago
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Senior NLP Algorithm Engineer
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