案件名: Sr. Data Scientist, JP Marketplace
案件種類: Permanent
雇用形態: Full-time
業界: IT-related Exporting and Trading Companies
専門: Engineering IT & Telecoms
通貨タイプ: 年毎
給与: 交渉可
掲載済み案件: 14/10/2020
案件ID: 33596

職務内容

DESCRIPTION

Sellers are our customers. Our mission is to help every seller grow and succeed on our site. Our team invents, test and launches some of the most innovative services, technology and processes for our sellers.
We are looking for a talented and passionate Senior Data Scientist to build world class statistical and machine learning models to understand our sellers, and deliver the right recommendation to help them grow.
They’ll be comfortable with ambiguity and enjoy working in a fast-paced, diverse and dynamic environment. The position also requires collaboration with other scientists, engineers, Product and Marketing Managers

The Senior Data Scientist is accountable for:
(1) Creating a roadmap of the most challenging business questions and use data to articulate possible root cause analysis and solutions.
(2) Managing and executing entire projects or components of large projects from start to finish including project management, data gathering and manipulation, synthesis and modeling, problem solving, and communication of insights and recommendations.
(3) Developing and scaling end-to-end ML Models and solutions
(4) Partnering with Senior Economists to design and run experiments, research new algorithms, and prove incrementality and drive growth.
(5) Understanding drivers, impacts, and key influences on seller growth dynamics.
(6) Automating feedback loops for algorithms in production.
(7) Utilizing our systems and tools to effectively work with terabytes of data.

 

Various Working System for Work Life Harmony
We believe that it is important to spend private time such as spending time with your family or doing anything you like to spur innovation. Our promotes a fulfilling and flexible work style according to the work volume and lifestyle of each employee. (Example: Flex Time, Work From Home, Maternity /Parenting /Family Care Leave etc.)

  • BASIC QUALIFICATIONS:
    · Masters in quantitative field (Computer Science, Mathematics, Machine Learning, AI, Statistics, or equivalent)
    · 5+ years of experience working in data science in a consumer product company
    · Ability to distill informal customer requirements into problem definitions, dealing with ambiguity and competing objectives
    · Ability to build and scale ML models
    · Ability to manage and quantify improvement in customer experience or value for the business resulting from research outcomes
    · Experience hiring and developing junior members to a successful career track
    · Experience in SQL, Excel/VBA, R, Python, or other scripting languages
    · Excellent verbal and written communication skills, ability to convey rigorous mathematical concepts and considerations to non-experts through data visualizations

  • PREFERRED QUALIFICATIONS:
    · Masters or PhD in a quantitative field (Computer Science, Economics, Mathematics, Machine Learning, AI, Statistics, or equivalent)
    · 10+ years of experience working in data science in a consumer product company
    · Extensive knowledge and practical experience in several of the following areas: machine learning, statistics, NLP, deep learning, recommendation systems, dialogue systems, information retrieval
    · Skilled with Java, C++, or other programming language, as well as with R, SAS, MATLAB, Python or similar scripting language
    · Ability to distill informal customer requirements into problem definitions, dealing with ambiguity and competing objectives
    · Ability to manage and quantify improvement in customer experience or value for the business resulting from research outcomes

 

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