Just Eat Takeaway.comRemote
Machine Learning Engineer
United States of America
Full Time
15 hours ago
Visa Sponsor
Key skills
Machine LearningPythonAmazon Web ServicesGoogle Cloud PlatformMicroservicesEvent-driven ArchitectureServerless ComputingTensorFlowPyTorchProduction Machine Learning ApplicationsData PipelinesEvaluation FrameworksMLGoogle CloudServerlessCommunicationDecision Making
About this role
Just Eat Takeaway.com is a leading global online food delivery platform, seeking a Machine Learning Engineer to join their Data Science team. The role involves designing, building, and productionizing machine learning systems to optimize logistics algorithms and improve service efficiency.
Responsibilities:
- 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
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
- Able to work independently and solve complex problems, with a demonstrated ability to productize 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 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
- Clear oral and written communication