Lead Machine Learning Engineer at Just Eat Takeaway.com

Posted on: 12/24/2021

Location: Amsterdam (ON-SITE)

full time

Original Source

Tags: azure gcp spark ml python aws tensorflow

Are you an experienced machine learning engineer interested in enabling innovative machine learning use cases to power our food delivery experience? Want to play a key role in building a company-wide machine learning platform? Then you could be the perfect fit!Our story (the bitesize version) Every week, millions of customers across 24 countries order the dishes they love with us. But the thing that really makes Just Eat Takeaway special isn't food. It's our people. From our innovative tech teams to communication experts, we're always looking to attract the best global talent. The specific expertise and analysis that ensures we succeed in each country. That's where you come in.All about the role As Lead Machine Learning Engineer within the Machine Learning Engineering team you will be focussing on designing, building and managing ML infrastructure that enables our data scientists to develop and launch machine learning applications throughout Just Eat Takeaway.com. This machine learning platform enables us to perform advanced analytics in a streamlined manner across the company. This will help drive better restaurant recommendations, more accurate delivery estimates, operational improvements, and other improved experiences for our customers, restaurants and couriers.You will report to our Manager of Machine Learning Engineering and you will work with Data Scientists, ML Engineers, Data Engineers that are part of the Data Science organisation, which is part of the central Data & Analytics function, as well as with technical teams in different functions.In this varied role, we're counting on you to:Design and build a reliable, secure and scalable machine learning platform that allows our data scientists to bring ML models to production quickly and responsibly, Identify business and technical requirements to define the platform solution, working with data science, product, and other technical teams, Partner with stakeholders as a subject matter expert on ML infrastructure at scale, Ensure delivery of high quality engineering solutions with the team, establishing and implementing best practices for development, testing and deployment, Implement agile software development principles, DevOps and MLOps practices to drive a bigger impact for the team and data science users, Guide and coach team members to help them develop their engineering skills, Be a leader in the community for all data scientists, data engineers, and machine learning engineers, Can you deliver… Here are the skills we need from our engineer:7+ years of experience in software development ideally with Python, preferably 4+ years in a machine learning related role solving business problems, Track record of designing, developing, releasing and maintaining reliable, secure and scalable machine learning infrastructure in a cloud environment (AWS, GCP, Azure), Comfortable working with different technologies across the software and machine learning stack (modeling, data processing, infrastructure), Ability to design and architect APIs dealing with high traffic, Experience with large scale data processing tools (e.g. Spark), ML frameworks (e.g. Tensorflow), and workflow management tools (e.g. Airflow) commonly used for ML, Ability to drive a team to maintain high standards when it comes to system design, production systems, testing, code quality and maintainabilityHere is our offer Here at Just Eat Takeaway.com, we offer our colleagues the chance to develop and grow alongside top talent in one of the world's leading food delivery companies. By providing a creative, dynamic and innovative environment, we empower our people and give them the ingredients for success.Ready to join us as a Lead Machine Learning Engineer? Click Apply Now and send us your CV and a motivational letter!Diversity, Inclusion & 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'...