NLP Algorithm Engineer - Singapore - Shopee

Description

NLP Algorithm Engineer - Marketplace Intelligence and Data

NLP Algorithm Engineer - Marketplace Intelligence and Data

Other (Information & Communication Technology)NLP Algorithm Engineer - Marketplace Intelligence and Data (Campus Recruitment 2024)The Engineering and Technology team is at the core of the Shopee platform development.

The team is made up of a group of passionate engineers from all over 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.

Shopee's hyper-growing business scale has transformed most "innocent" problems into huge technical challenges, and there is no better place to experience it first-hand if you love technologies as much as we do.

About the Team:

The mission of Marketplace Intelligence and Data Team is to establish advanced large-scale data and intelligent products to promote the development of Shopee's e-commerce business.

The team is responsible for Shopee e-commerce data warehouse construction, development of merchant and operation data product, end to end traffic data, product related algorithms, including product release, management and control, product information optimization, SPU library and the price comparison business, marketing algorithms, including investment promotion, product selection, recommendation algorithms, review algorithms, user portraits, in addition to fundamental AI capabilities such as machine translation, speech recognition, computer vision, and identity verification, etc.

The Listing Intelligence algorithm team is dedicated to apply cutting-edge AI algorithms to understand large-scale product data and overcome multi-language challenges.

Through massive product category prediction, large-scale product attribute mining, Standard Product Unit identification, similar item matching, price comparison, and adversarial detection of prohibited products, to optimize merchants and operational efficiency while improving consumer shopping experience.

Job Description:

For e-commerce businesses and products, apply natural language processing related algorithms in multi-language situations, such as but not limited to: information extraction, phrase mining, part-of-speech tagging, text classification, sentiment analysis, pre-training models, graph embedding, etc.

.Working on the natural language processing algorithm model, it supports product release, product optimization and management, standard product unit (SPU) library construction, identical product recognition, price comparison, and other business applications, thereby improving product conversion efficiency and platform operation efficiency.

Explore cutting-edge technologies related to natural language processing algorithms and introduce them into existing systems to improve technical indicators.


Requirements:
Master's degree or above in computer science, artificial intelligence or related discipline.
Experience in NLP or knowledge graph related projects.
Excellent programming skills.
Experience in e-commerce related projects is preferred.
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