Data Scientist
4 semanas atrás
Role Overview
As a Data Scientist specializing in product matching and price optimization, you will play a pivotal role in maintaining our competitive edge at Farfetch. By leveraging advanced Natural Language Processing (NLP) and Computer Vision techniques, you will develop solutions to accurately match our products with those of our competitors, enabling us to monitor competitor pricing effectively and optimize our pricing strategies accordingly.
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, analyzing 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.
Ability to conduct practical research with a scientific mindset, focusing on delivering actionable results and insights.
Strong communication and interpersonal skills with a proven ability to work collaboratively in a team-oriented environment.
About Us
Farfetch exists for the love of fashion. Our mission is to be the global platform for luxury fashion, connecting creators, curators, and consumers. We're a positive platform for good, bringing together an incredible creative community made up by our people, our partners, and our customers. This community is at the heart of our business success. We welcome differences, empower individuality, and celebrate diverse skills and perspectives, creating an inclusive environment for everyone.
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