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LINE SHOPPING
Machine Learning Engineer – Vila
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「先LINE購物 再購物」
https://linecorp.com/zh-hant/pr/news/zh-hant/2020/3304
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LINE 購物
導流返點
口袋商店
B2B2C
酷券
B2B2C
LINE TW EC Service
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Find Transfer Partner
LINE 購物
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LINE SHOPPING Data
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LINE SHOPPING Data
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Personalized Trending
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Personalized Trending - Demo Site
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Category Recommendation
Popularity
Personalization
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Point-Rebate Product Recommendation
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Product Analyzer - Demo Site
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Domain
Challenges
• Partner Integration
• Multiple Contract Types
• Data Understanding & Cleansing
Large scale
Project
• Cooperate cross team and country
• Extensible design pattern (DS, ML, MSE)
• Code quality
Scalability • Big data computing
• Data pipeline
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Scrum
Plan Meeting Review /
Retrospective
Refinement Meeting Standup Meeting
FE SM
BE
PO
Biz
QA
Design
2 weeks
OP
DATA
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Tech Stack
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• Responsibility
• Data processing on Hadoop ecosystem
• Computing with Spark and ML platform
• Build up data pipeline
• ML solution deployment
• Fundamentals
• Python
• Linux
We’re hiring Data Engineer (Tech Fresh)
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Thank you