Machine Learning Engineer - Deliveroo Careers
Deliveroo is seeking a Machine Learning Engineer to join its Ads team in London, focusing on enhancing ad relevance and performance within a complex, three-sided marketplace. The role emphasizes the development and management of machine learning models that drive advertising products, specifically in areas such as ad ranking, automated bidding, and personalized recommendations. The ideal candidate will possess significant experience in machine learning or data science, with a strong foundation in Python and familiarity with modern engineering tools like Git, Docker, and Kubernetes. The position requires a collaborative mindset to work with cross-functional teams, translating intricate advertising challenges into scalable ML solutions. Key responsibilities include overseeing the entire lifecycle of machine learning models, building robust monitoring infrastructure to detect model drift, and ensuring seamless integration of models into low-latency systems. Deliveroo promotes a culture of technical excellence, encouraging adherence to best practices for model quality and reliability. The company values diversity and inclusion, aiming to create an environment where all employees can thrive and contribute meaningfully. This role offers an opportunity to solve real-world problems at scale while fostering personal and professional growth in a supportive environment.
Editorial Highlights
- 01Join a high-impact Ads Machine Learning team responsible for in-house models that enhance Deliveroo's advertising products.
- 02Focus on critical areas such as ad ranking, automated bidding, and contextual bandit-based personalization.
- 03Manage the entire lifecycle of machine learning models from design to production, ensuring high-quality decision-making.
- 04Develop infrastructure for monitoring and evaluating model performance, addressing issues like model drift in high-throughput environments.
- 05Collaborate with Product Managers and Engineers to create scalable ML solutions for complex advertising challenges.
- 06Integrate machine learning models into low-latency systems, working closely with data scientists and engineers.
- 07Emphasize technical excellence by adhering to best practices for machine learning quality, reliability, and maintainability.
- 08Ideal candidates should have experience in ML engineering or data science, with proficiency in Python and modern engineering tools.
- 09Deliveroo fosters a diverse and inclusive workplace, committed to equality of opportunity and supporting all candidates throughout the recruitment process.