machine learning engineer in logistics

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