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Global Fashion Group

Copac Square Building, 12 Ton Dan, TP Hồ Chí Minh

Quy mô công ty : 25-99

Xem thêm

Tóm lược

  • 25-99
  • Product
  • Việt Nam

Senior Data Scientist

Global Fashion Group

  • Quận 4, TP Hồ Chí Minh
  • Thỏa Thuận
  •  Toàn thời gian
  •  English
  •  Có kinh nghiêm (Nhân viên)
1
1

  •  Ngày Đăng:24/02/2025

  • Hết hạn
Senior Data Scientist
Hết hạn
Yêu cầu kỹ thuật: Python , MS SQL , AWS , Machine Learning , Statistics , OOP , Docker , GCP , R , A/B Testing

Mô tả công việc

Tóm tắt công việc

Global Fashion Group is the leading fashion and lifestyle destination in growth markets across SEA and ANZ. Our three e-commerce platforms: THE ICONIC, ZALORA and Dafiti connect an assortment of international, local and own brands to millions of consumers from diverse cultures and lifestyles. Powered by our best-in-class operational infrastructure, which is fashion-specific and tailored to local market needs, our platforms provide an inspiring and seamless end-to-end customer experience. We stand for benchmark-setting customer service, delivery options, returns policies, and curation of brands.

A bit about the role

You will be working in an agile environment providing data science and data analytics to support GFG as a leader in the online retail space.

At GFG, Data Scientists solve business problems which have a direct impact on customers and the business. For example:

  • Personalisation / Product Recommendation
  • Natural Language Processing (LLM)
  • Forecasting
  • Optimisation
  • Customer Lifetime Value Prediction
  • Marketing Channel Attribution

What you will do:

  • Work with large streaming datasets to gain insights, train predictive models and measure results.
  • Be involved in the full product life cycle.
  • Develop scalable and innovative ML solutions.
  • Collaborate with internal and external stakeholders.
  • Ensure projects are delivered on time and budget.
  • Ensure documentation of important decisions and proposed solutions.
  • Annual Leave: 15 days
  • Sick leave/Mental Health Days: 30 days.
  • Occasion leave: 1 day.
  • 13th month salary.
  • Annual bonus: up to 3 months based salary (depends on company performance).
  • Home Workspace support: up to 10mil/person.
  • Learning budget up to EUR 500/person.
  • Free Linkedin Learning, Udemy account.
  • Medical benefits: Social insurance, medical insurance & AON insurance.
  • Macbook is provided.
  • Support for English class.
  • Support Gym membership.
  • Additionally, we offer a flat hierarchy, a fun and flexible work environment.

Yêu cầu công việc

What we are looking for

  • Excellent written and oral communication skills in English
  • 5+ years experience in a similar role
  • 3+ years experience in Python
  • 3+ years experience in statistical modelling 
  • Proven experience of building scalable machine learning models
  • Proficiency in writing well-structured, maintainable, and readable Python code, with a good understanding of object-oriented programming and other programming paradigms.
  • Ability to explain complex analytical concepts to people from other fields or business stakeholders
  • Experience in producing visualisations to make analytics accessible to all
  • Strong ability to craft raw data and analysis into well-written content, and translating insights into decisions and actions that have a direct business impact
  • Ability to translate complex business problems into practical machine learning solutions, and iterate on them quickly to drive business impact
  • Expertise in SQL
  • Degree in Statistics, Computer Science, Decision Science, Mathematics, Information Management or other relevant technical field or equivalent work experience

Ways to stand out from the crowd

  • Professional Software Engineering experience
  • Familiarity with A/B testing methodology
  • Retail and/or Online Retail
  • Web analytics/Product analytics experience
  • Docker
  • GCP
  • R

Ngôn ngữ

    • English

    • Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate

Yêu cầu kỹ thuật

  • Python
  • MS SQL
  • AWS
  • Machine Learning
  • Statistics
  • OOP
  • Docker
  • GCP
  • R
  • A/B Testing

NĂNG LỰC

  • Communication Skills
  • Analytic Skills

Tìm kiếm công việc phù hợp

Thông tin doanh nghiệp

Global Fashion Group (GFG) is the leading fashion and lifestyle retail destination in Asia Pacific.

We connect over 10,000 global, local and own brands to a market of more than one billion consumers through four established e-commerce platforms: THE ICONIC, ZALORA, dafiti and lamoda. 
 
Through an inspiring and seamless customer experience enabled by our own technology ecosystem and operational infrastructure, we are dedicated to being the #1 fashion and lifestyle destination in our markets. With 17 offices and 10 fulfilment centres across four continents, GFG proudly employs a dynamic and diverse team with deep local knowledge and expertise. In the first half of 2019, GFG delivered over 15.8 million orders to 12 million active customers.

Tìm kiếm công việc phù hợp

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