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описание
Just Eat Takeaway.com is a leading global online delivery platform that connects customers with restaurant, grocery, and convenience partners worldwide.
задачи
Research, implement, and deploy innovative ML techniques for logistics problems
Scale and transfer machine learning solutions to improve decision-making across product use cases
Implement and launch Data Science applications that coordinate with customer-facing solutions, continuously improving performant and efficient ML models
Implement tools, data pipelines, and evaluation frameworks to support the development, iteration, and launch of ML ideas within the product scope
требования
Strong experience in Machine Learning and developing real-time data streaming technologies for forecasting or logistics products
Strong Python coding and software engineering skills
Ability to work independently and solve complex problems
Experience productizing and deploying solutions using cloud services such as Amazon Web Services or Google Cloud Platform
Strong background in microservices, event-driven architecture, serverless computing, and cloud architecture patterns
Familiarity with Kubernetes, including production deployment
Experience collaborating closely with cross-functional teams and advancing best practices
Experience with real-time production systems at scale, handling millions of requests or transactions per day
Будет плюсом: Airflow, Mlflow, Docker, Flink
условия
The role is based in Berlin, with 3 days a week from the Berlin office and 2 days working from home