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Post Date

2018-Jun-27

Job Type

Full Time

Salary

SGD 3000-6000 per MONTH

Location

Singapore, , Asia/Singapore

Company Description

Lazada is the No. 1 online shopping & selling destination in Southeast Asia – present in Indonesia, Malaysia, the Philippines, Singapore, Thailand and Vietnam. Lazada helps local and international sellers as well as brands serve the millions of consumers in the region through its marketplace platform, supported by a wide range of tailored marketing, data and service solutions. Southeast Asia is the next big internet market and global melting point for the whole world e-commerce. Beside business innovations, Lazada is a fully technology driven company with world-class machine learning and engineering platforms. Lazada data science team is a young, active and richly-experienced group. We are focusing on business challenges including e-commerce knowledge foundations, recommendations, user growth, logistics, campaigns, and so on. We are looking for talented data scientists to join us. We will provide competitive salary, a dynamic working environment, and opportunities for growth.

Job Description

    As a Lazada data scientist, you will face different challenges. You will be applying different techniques such as deep learning, reinforcement learning, natural language processing and operational research to solve real world problems. You will be: Responsible for recommendation frameworks and algorithms for products, product topics, sellers, and feeds stream by item quality control and online personalization. Responsible for developing audience, content and bidding algorithms for digital marketing on channels, and help engage our customers better by notifications. Responsible for campaign operation algorithms for seller and product recruiting, product scheduling, stock prediction, pricing strategy, and onsite recommendations. Responsible for ecommerce knowledge representations, quality controlling and caring for product, category, seller and reviews; natural language processing for opinion mining and text generation.

Requirements

    At least two years relevant working experience; Masters or PhD degree in computer science, operations research, statistics, mathematics, or equivalent fields; Solid theoretical foundations and industry experiences in machine learning, natural language processing, personalized search & recommendation, user/seller behavior modeling, sales prediction, knowledge graph and representation, marketing algorithm, large scale data analysis/platforms; Expertise in deep learning, reinforcement learning, explore & exploit algorithms, control theory is preferred; Experience in machine learning libraries such as Tensorflow, Keras, Theano, etc; Solid programming skills in SQL, Java, Python and Scala; Passionate about technology, demonstrate ability to generate new ideas and innovations; excellent in self-learning, problem analyzing and solving; work independently, proactive, strong teamwork spirit; Good interpersonal and communication skills, including the ability to describe the logic and implications of a complex model to stakeholders.

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