Senior Machine Learning Engineer - Recommendations
Deliveroo , London, England +1
What you will do
- Design, develop and improve recommendation, ranking and retrieval models that surface relevant restaurants, dishes, items and content to customers.
- Own applied ML problems end to end: frame the problem, analyze data, develop models, define offline evaluation, run experiments and monitor production performance.
- Develop methods that balance relevance with product and customer needs, such as diversity, availability, business constraints and changing user intent.
- Collaborate closely with Software Engineers, ML Engineers, Product Managers and Analysts to turn scientific insights into reliable customer-facing products.
- Evaluate and apply state-of-the-art ML methods where they meaningfully improve recommendation quality, robustness or efficiency.