Senior Machine Learning Engineer
1 week ago
About the Role
We at Deliveroo are seeking a talented Senior Machine Learning Engineer to join our team. As a key member of our data science organisation, you will play a crucial role in the development and implementation of cutting-edge artificial intelligence products. Your primary responsibility will be designing and constructing sophisticated machine learning models, as well as refining and updating existing systems.
Responsibilities
- Work collaboratively with engineers, data scientists, and product managers to develop systems that make automated decisions at a massive scale.
- Utilize frameworks such as TensorFlow to build new and improve existing machine learning models for sponsored content recommendation, automated bidding, budget recommendation, and dynamic ad load.
- Automate training and inference pipeline using job orchestrating frameworks such as Argo Workflow.
- Mentor and coach team members on ML engineering best practices.
Requirements
- A master's degree in Computer Science, Mathematics, or a related quantitative discipline.
- 5+ years' experience deploying machine learning models at scale in production environments.
- Proficiency in writing production-quality Python code.
- Familiarity with Python data science and machine learning libraries, including scikit-learn, TensorFlow, Keras, pandas, numpy, and XGBoost.
Why Deliveroo
Deliveroo is a technology-driven company at the forefront of the rapidly expanding food delivery industry. Our mission is to transform the way you shop and eat, bringing the neighbourhood to your door by connecting consumers, restaurants, shops, and riders. We are seeking talented individuals who share our passion for innovation and customer satisfaction.
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