Data Scientist
Core
Powering machine learning algorithms for logistics and supply chain technology, driving operational decisions like demand forecasting and drive-time predictions for global partners.
Role type
Senior IC data scientist (production ML)
Builds
Mission-critical ML models for demand forecasting, drive-time predictions, and supplier reliability within Ocado's Customer Fulfilment Centres.
Domain
Retail technology / Logistics and Supply Chain
Deliverable
production ML models
Required skills
Python, SQL, Google Cloud Platform (GCP), TensorFlow/Keras, deep learning, machine learning concepts, CI/CD, data pipeline design
Preferred skills
Time-series modelling (transformers), geospatial data modelling
Responsibilities
Improve existing model architectures for new operational challenges; Design and build scalable data pipelines; Own and maintain ML models in production; Collaborate with product teams to define new ML applications; Work with software engineering to design model interfaces; Stay up to date with latest ML research
Seniority
Mid-Senior, hands-on IC
