Data Science Manager
PT Porto
Farfetch
Farfetch bietet die weltweit größte Auswahl an Luxusmode für Damen und Herren. Shoppen Sie die aktuellen Kollektionen von internationalen Designern und Labels auf einer Webseite.WHAT YOU'LL DO
- Lead our teams of data scientists, creating a safe, inclusive workspace, that allows the team to develop advanced machine learning techniques to improve our ranking algorithms;
- Line manage the Lead Data Scientist(s), and other data scientists directly, including mentoring the teams, supporting research and development, and creating opportunities for the continued development of everyone in the team;
- Use your scientific reasoning and commercial understanding to balance our needs against technical constraints
- Work with data analysts and product managers to understand the current state of our algorithms and identify future opportunities for improvement;
- Help determine the strategy for Ranks, working together with Engineering, Infrastructure, Architecture and Product teams to ensure FARFETCH continues to merge the best of human expertise with top notch ML solutions.
WHO YOU ARE
- A professional with a solid understanding of advanced Machine Learning techniques such as Deep Learning, Learning to Rank or Recommendation Systems, including common algorithm performance metrics;
- 5 years experience in a Data Science related role, including at least 1 year experience in a management role, for example as a Lead Data Scientist
- Fluent in Python, common numerical and Math & ML packages (NumPy, SciPy, scikit-learn, pandas, Keras, TensorFlow, PyTorch);
- Familiarity with developing analytics pipelines for BI and data visualization tools (e.g., Looker, Tableau) is a plus
- Prior experience in ecommerce, especially Search and & Ranking, is a plus
REWARDS & BENEFITS
- Health insurance for the whole family, flexible working environment and well-being support and tools
- Extra days off, sabbatical program and days for you to give back for the community
- Training opportunities and free access to Udemy
- Flexible benefits program
- FARFETCH Equity plan
EQUAL OPPORTUNITIES STATEMENT
- FARFETCH is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined that no applicant experiences discrimination on the basis of sex, race, ethnicity, religion or belief, disability, age, gender identity, ancestry, sexual orientation, veteran status, marriage and civil partnership, pregnancy and maternity, or any other basis prohibited by applicable law. We continue to build our consciously inclusive culture as part of our Positively FARFETCH strategy throughout our business, partnerships and communities.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Big Data Data visualization Deep Learning E-commerce Engineering Keras Looker Machine Learning NLP NumPy Pandas Pipelines Python PyTorch Research Scikit-learn SciPy Tableau TensorFlow
Perks/benefits: Career development Flex hours Health care Insurance
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