Machine Learning Engineer

Posted Yesterday
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Hiring Remotely in Office, Machaze, Manica, MOZ
Remote
Mid level
Marketing Tech • Software
The Role
Design, build and productionize ML systems for logistics: research and deploy ML techniques, scale solutions, implement data pipelines, evaluation frameworks, and integrate ML products with cloud-based microservices to optimize ETA, pricing and supply-demand decisions.
Summary Generated by Built In

 

Ready for a challenge? 

Then Just Eat Takeaway.com might be the place for you. We’re a leading global online delivery platform, and our vision is to empower everyday convenience. 

Whether it’s a Friday-night feast, a post-gym poke bowl, or grabbing some groceries, our tech platform connects tens of millions of customers with hundreds of thousands of restaurant, grocery and convenience partners across the globe.

About this role

We are looking for machine learning engineers with passion for using machine learning to create intelligent applications. As a Machine Learning Engineer, you will be part of the Data Science team inside the Product and Tech group with +2200 brilliant developers, engineers, analysts and researchers. Honestly, it is a great environment! 

You will work with brilliant people with world class knowledge, and a passion for sharing knowledge and solving interesting and complex problems. You will collaboratively design, build, and productionize machine learning systems. As a member of the logistics data science team, you will develop solutions to supply and demand challenges while optimizing logistics algorithms to ensure a reliable, efficient, and profitable service. From predicting ETAs to solving pricing problems, our ML pipelines form the backbone of our delivery operations.

* Please note that this position is located in Berlin (3 days a week from our Berlin office and 2 days working from home)

These are some of the key components  to the role: 
  • Researching, implementing, and deploying innovative ML techniques applicable to logistics problems.
  • Scaling and transferring novel machine learning solutions to improve our decision making processes and solutions in their different product use cases.
  • Implementing and launching Data Science applications that coordinate with front facing solutions; constant improvements using performant and efficient ML models.
  • Implementing tools, data pipelines, and evaluation frameworks to enable development, iteration, and launch of ML ideas within the product scope.
What will you bring to the team? 
  • 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.
  • Able to work independently and solve complex problems, with a demonstrated ability to productise and deploy using cloud services (eg. Amazon Web Services,  Google Cloud Platform).
  • Strong background in working with microservices and event-driven architecture, serverless computing, and cloud architecture patterns.
  • Familiarity with tools and packages like Airflow/Mlflow/Docker/Kubernetes/Flink  
  • Ability to collaborate closely with multi-functional teams,  driving forward best practices.
At JET, this is on the menu:

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. 

Fun, fast-paced and supportive, the JET culture is about movement, growth and about celebrating every aspect of our JETers. Thanks to them we stay one step ahead of the competition.

Inclusion, Diversity & Belonging

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. 

What else are we delivering? 

Want to know more about our JETers, culture or company? Have a look at our career site where you can find people's stories, blogs, podcasts and more JET morsels.

Are you ready to take your seat? Apply now! 

Recruiter LinkedIN tag: #LI-AO1

Skills Required

  • Proven academic or industry experience in Machine Learning, preferably applied to forecasting or logistics products
  • Strong coding and software engineering skills in a mainstream programming language
  • Python
  • Ability to productise and deploy ML solutions using cloud services (e.g., AWS, GCP)
  • Strong background with microservices, event-driven architecture, serverless computing and cloud architecture patterns
  • Familiarity with Airflow, MLflow, Docker, Kubernetes, Flink
  • Ability to collaborate closely with cross-functional teams and drive best practices
  • Willingness to work from Berlin office 3 days per week (hybrid)
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The Company
HQ: Amsterdam
15,313 Employees

What We Do

Just Eat Take​away​.com is a lead­ing glob­al online food deliv­ery mar­ket­place, con­nect­ing con­sumers and restau­rants through our plat­form in 20 coun­tries. Like a dinner table, working at JET brings our office employees and couriers together. From coding to customer service to couriers, JET is a fun, fast-paced and supportive place where you can be yourself. No day is the same. Our days are filled with new experiences. We see every challenge that comes our way as a chance to grow, both the business, and ourselves. We’re connected to millions of food-lovers, hundreds of thousands of connected partners and some of the best-known brands of the planet. When you take your seat here, you’ll find that a simple scribble on a napkin can turn into something seen by millions. Together we transform, create, reinvent and empower every food moment. As a leading online food tech company, JET brings together the stability of a global business, with the agility of a start-up. We got here by always staying one step ahead of the competition. So load up your plate with ideas that get you excited, because at JET everything is on the table. https://careers.justeattakeaway.com

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