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About the Role
We are looking for engineers with a passion for using machine learning to create intelligent applications. As a Machine Learning Engineer, you will be part of the Data Science team within the Product and Tech group. You will collaboratively design, build, and productionize machine learning systems, developing solutions to supply and demand challenges while optimizing logistics algorithms to ensure a reliable, efficient, and profitable service.
Responsibilities
- Design, build, and productionize machine learning systems.
- Develop solutions to supply and demand challenges.
- Optimize logistics algorithms.
- Predict ETAs and solve pricing problems.
- Research, implement, and deploy innovative ML techniques applicable to logistics problems.
- Scale and transfer novel machine learning solutions to improve decision-making processes.
- Implement and launch Data Science applications that coordinate with front-facing solutions.
- Implement tools, data pipelines, and evaluation frameworks to enable development, iteration, and launch of ML ideas.
Requirements
- Proven academic/industry experience in Machine Learning or similar, developing technologies for forecast or logistics products.
- Strong coding and software engineering skills in a mainstream programming language; Python preferred.
- Ability to work independently and solve complex problems.
- Demonstrated ability to productize and deploy using cloud services (e.g., Amazon Web Services, Google Cloud Platform).
- Strong background in working with microservices and event-driven architecture, serverless computing, and cloud architecture patterns.
- Familiarity with ML tools and packages like TensorFlow, pyTorch etc.
- Practical experience building and optimizing production quality machine learning applications making use of engineering best practices, automation and experimentation.
- Understanding of machine learning algorithms and ability to apply them in data-driven processing systems.
- Ability to quickly prototype ideas/solutions, perform critical analysis, and use creative approaches for solving complex problems.
- Ability to collaborate closely with multi-functional teams, driving forward best practices.
Skills
- Machine Learning
- Python
- Cloud services (AWS, GCP)
- Microservices
- Event-driven architecture
- Serverless computing
- Cloud architecture patterns
- TensorFlow
- pyTorch
- ML pipelines
Location
- Berlin, Germany
Work Type
- Hybrid
- Remote
Experience Level
- Mid-level
About the Company
- Just Eat Takeaway.com is a leading global online food delivery platform with a vision to empower everyday convenience.
- We connect tens of millions of customers with hundreds of thousands of restaurant, grocery and convenience partners across the globe.
- We are a global food tech company, connecting our customers from Amsterdam to Auckland with the food they love.
- Our teams forge connections internally and work with some of the best-known brands on the planet, giving us truly international impact in a dynamic environment.
- The JET culture is about movement, growth and about celebrating every aspect of our JETers.
Equal Opportunity
- No matter who you are, what you look like, who you love, or where you are from, you can find your place at Just Eat Takeaway.com.
- We’re committed to creating an inclusive culture, encouraging diversity of people and thinking, in which all employees feel they truly belong and can bring their most colourful selves to work every day.