Senior Data Scientist

📋 Description

• Design, develop and iterate deep learning models for prediction and optimization.
• Develop embedding-based approaches to represent high-cardinality entities such as users, devices
• Identify opportunities to improve the performance, scalability and generalization of our machine
• Experiment with different modeling approaches, evaluate results rigorously and translate successful
• Design, code and deploy machine learning models and supporting production tools, primarily in
• Work with large-scale datasets and contribute to the data pipelines, feature infrastructure and

🎯 Requirements

• +5 years of experience in Data Science, Machine Learning or a closely related quantitative role.
• Strong academic background in Applied Mathematics, Physics, Statistics, Computer Science
• Strong experience with Python and the scientific/machine learning Python ecosystem.
• Hands-on experience developing and evaluating machine learning models, with a solid understanding
• Practical experience with Deep Learning and neural network architectures.
• Experience working with large-scale datasets and/or high-cardinality categorical or ID-based

🎁 Benefits

• Opportunity to work with massive, high-cardinality datasets, real-time systems and models that