Data Science Manager - Search & Discovery
PT Lisbon
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.WHO YOU ARE
- MSc in a quantitative discipline: Computer Science, Statistics, Applied Mathematics, Operations Research, Engineering.
- 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, or PyTorch);
- Experience with NLP and text mining techniques.
- Familiarity with developing analytics pipelines for BI and data visualization tools (e.g., Looker, Tableau) is a plus
WHAT YOU'LL DO
- Lead our teams of data scientists to develop advanced machine learning and Natural Language Processing (NLP) techniques to improve our Search and 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
- Work with data analysts and BI developers to develop an automated quality assurance process for Search and Ranks
- [With the Senior DS Manager, ] Manage the Data Science strategy for Search and Ranks, working with Engineering, Infrastructure, Architecture and Product teams to ensure FARFETCH continues to deliver world-class Search and Ranks results
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.
Tags: Big Data Computer Science Data visualization Deep Learning E-commerce Engineering Keras Looker Machine Learning Mathematics NLP NumPy Pandas Pipelines Python PyTorch Research Scikit-learn SciPy Statistics Tableau TensorFlow
Perks/benefits: Career development Flex hours Health care Insurance
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