Product Optimization Specialist

Há 1 mês


Porto, Porto, Portugal Farfetch Tempo inteiro

Drive Innovation in Luxury Fashion
Farfetch is looking for a talented Data Scientist to join our mission of building the technology that powers the global platform for luxury fashion. As a specialist in product matching and price optimization, you will play a pivotal role in maintaining our competitive edge by leveraging advanced Natural Language Processing (NLP) and Computer Vision techniques.

Key Responsibilities:

  • Develop scalable solutions that can handle large volumes of data and requests daily, ensuring high performance and reliability.
  • Design and implement state-of-the-art algorithms in product matching and price optimization, using advanced NLP and Computer Vision techniques.
  • Collaborate closely with the engineering team to embed machine learning algorithms into our pricing platforms and product matching systems.
  • Assist in designing new features related to product matching and pricing strategies, driving innovation within the company.
  • Perform experiments to evaluate the effectiveness of new ideas or implementations, analysing data to identify challenges and opportunities, and deriving actionable insights.

Requirements:

  • MSc or PhD in relevant fields such as Machine Learning, Data Science, Computer Vision, NLP, or related disciplines.
  • Strong proficiency in Python and familiarity with data science and machine learning libraries like Pandas, Scikit-learn, TensorFlow, and PyTorch.
  • Solid grasp of state-of-the-art machine learning algorithms, including advanced deep learning techniques, and experience with models such as transformers and convolutional neural networks.
  • Demonstrated experience in applying NLP and Computer Vision techniques to solve product matching problems.
  • Proven experience using Databricks or Apache Spark for large-scale data processing, analytics, and building machine learning pipelines.

About Us:

Farfetch is a positive platform for good, bringing together an incredible creative community made up by our people, our partners and our customers. We welcome differences, empower individuality and celebrate diverse skills and perspectives, creating an inclusive environment for everyone.



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