Data Scientist - Shopee Singapore Pte Ltd|Meet.jobs

Salary

4K - 8K SGD Monthly

Required skills

    Job description

    Responsibilities:

    • Work cross-functionally with business managers/product managers/engineers, and designers
    • Develop predictive analytics for customer behaviour and apply machine learning, optimisation techniques, in core subject areas including but not limited to: fraud detection, recommender systems, product understanding, customer segmentation, demand forecasting and supply chain optimisation.
    • Build, validate, test, and deploy models and algorithms. Able to implement data science experimental framework to enable organization-wide experiments
    • Make strategic data architecture recommendations
    • Visualize data for business and technical audiences and Conduct end-to-end data management starting from data collection / preparation to providing insights for key stakeholders
    • Effectively communicate solution approaches and analyses to stakeholders.
    • Contribute to team’s innovation and IP creation.

    Knowledge:

    • Supervised/unsupervised learning, Classifier algorithms, clustering algorithms, data engineering, feature engineering/optimization
    • Knowledges on recommendation system, knowledge graph, nature language processing, image processing and deep learning.
    • Strong data visualization capabilities
    • A/B testing, bandit optimization, experiment design

    Requirements:

    • Minimum B.S. degree in Computer Science or a related technical field. Masters or PhD in Computer Science, Statistics, Biostatistics or fields related to data mining preferred
    • Excellent communication skills with the ability to identify and communicate data driven insights:
    • Detail-oriented and efficient time manager who thrives in a dynamic and fast-paced working environment
    • 2+ years of Python and/or R development and Unix/Linux system experience
    • 2+ years of SQL (Mysql, Mssql, PostgresQL, Hive, etc) experience

    Preference will be given to candidates with the following additional requirements as below:

    • Working experience on big data analytics and distributed databases or distributed systems (Hadoop, Spark, Hbase, Cassandra etc.)
    • Working experience with parallel algorithms in data modeling / machine learning

    Shopee Singapore Pte Ltd

    shopee is the largest eCommerce platform in Southeast Asia and Taiwan. It is a platform tailored for the region, making online shopping easy, secure and fast through its strong payment and logistical support.

    Other jobs from this employer

    UI/UX Designer

    4K - 8K SGD Monthly

    • Featured
    • Sketch
    • ,
    • Adobe Photoshop
    • ,
    • Adobe Illustrator
    • ,
    • Flinto
    • ,
    • Principle

    Software Engineer - Mobile App (iOS)

    5K - 8K SGD Monthly

    • Featured
    • Mobile Browser
    • ,
    • ios

    Software Engineer - Server

    5K - 8K SGD Monthly

    • Featured
    • data structures and algorithms
    • ,
    • operating systems
    • ,
    • networks
    • ,
    • database
    • ,
    • Python
    • ,
    • C++ and Java
    • ,
    • TCP
    • ,
    • UDP
    • ,
    • HTTP

    Senior UI/UX Designer

    4K - 8K SGD Monthly

    • Featured
    • designing web / mobile products
    • ,
    • e-Commerce products (mobile and web)

    Technical Project Management (Software Application)

    4K - 8K SGD Monthly

    • Featured

    Product Management - Marketing / Promotion

    4K - 8K SGD Monthly

    • Featured
    • Product Management

    Software Engineer - TechOps/ DevOps

    5K - 8K SGD Monthly

    • Featured

    Software Engineer - Mobile App (Android)

    5K - 8K SGD Monthly

    • Featured
    • Android
    • ,
    • Mobile Browser

    Software Engineer - ReactNative

    5K - 8K SGD Monthly

    • Featured
    • React native
    • ,
    • ios
    • ,
    • Android
    • ,
    • Mobile Browser
    • ,
    • React.js
    • ,
    • FLOW
    • ,
    • npm
    • ,
    • babel
    • ,
    • ESLint
    • ,
    • Flow Type Check
    • ,
    • Jest Unit testing

    Product Management - Consumer, Product & Technology

    4K - 8K SGD Monthly

    • Featured

    Product Management - Search

    4K - 8K SGD Monthly

    • Featured

    Product Management - Recommendation

    4K - 8K SGD Monthly

    • Featured

    Business Product Management (Supply Chain Management)

    4K - 8K SGD Monthly

    • Featured

    Product Management - Payment (Digital Products)

    4K - 8K SGD Monthly

    • Featured

    Product Management – Paid ads

    4K - 8K SGD Monthly

    • Featured

    Product Management - Data Products

    4K - 8K SGD Monthly

    • Featured

    Product Management - Order, Consumer Experience and Platform

    4K - 8K SGD Monthly

    • Featured

    Data Engineer

    4K - 8K SGD Monthly

    • Featured

    Software Engineer - Platform Engineering

    5K - 8K SGD Monthly

    • Featured

    Product Management - Fraud/ Risk Control

    4K - 8K SGD Monthly

    • Featured
    • Product Management

    Senior User Researcher

    4K - 8K SGD Monthly

    • Featured
    • User Research
    • ,
    • SQL

    Country Product Manager

    4K - 8K SGD Monthly

    • Featured
    • Product Management

    Software Engineer - Machine Learning

    5K - 8K SGD Monthly

    • Featured
    • Go
    • ,
    • Python and C++
    • ,
    • clustering
    • ,
    • classification algorithms
    • ,
    • Tensorflow
    • ,
    • scikit
    • ,
    • Hadoop
    • ,
    • Spark
    • ,
    • Map-Reduce
    • ,
    • Linux
    • ,
    • shell script

    Database Engineer

    5K - 8K SGD Monthly

    • Featured
    • MySQL
    • ,
    • Shell/Python/Perl/Ruby
    • ,
    • Linux

    Software Engineer - Web-Frontend

    5K - 8K SGD Monthly

    • Featured
    • JavaScript
    • ,
    • React UI framework
    • ,
    • React
    • ,
    • HTML/CSS/Javascript/Django

    Software Engineer - Web-Backend

    5K - 8K SGD Monthly

    • Featured
    • Python + Django/Flask
    • ,
    • django
    • ,
    • Ruby on Rails
    • ,
    • Node.js
    • ,
    • HTTP
    • ,
    • data structures
    • ,
    • Web Service frameworks