Senior Machine Learning Engineer - Search And Recommendations
col-wide
Job Description:
THE ROLE
We are seeking a highly skilled and motivated Machine Learning Engineer to join our team in building an advanced personalization platform for online services, leveraging
- scale data and
-
-
- art Machine Learning techniques. You will work within a dynamic, interdisciplinary team comprising software engineers, data scientists, and other machine learning engineers, reporting directly to the engineering leadership. Your role will focus on implementing and optimising machine learning models for search, recommendations, and
- personalization, with a strong emphasis on information retrieval and recommendation systems. The platform serves millions of requests daily, powered by Python microservices and processes billions of data points to
- personalise the customer experience.
WHAT YOU'LL DOWork with technical partners to implement the
-
- end architecture;
Surface the team's output through the construction of ETLs, APIs and web interfaces;
Design model serving solutions and develop machine
- based applications, services, and APIs so as to productionize machine learning models;
Partner with the Data Scientists and Software Engineers to provide an
-
- end solution for machine
- based projects;
Continuously optimize machine learning models and pipelines to improve performance and efficiency, and develop monitoring strategies to ensure reliability;
Foster the technological evolution of services and improve their
-
- end quality attributes.
WHO YOU AREBSc, MSc, or Ph
D in relevant fields such as Computer Science, Machine Learning, Data Science, or related disciplines
Experience implementing
-
- end data products with Data Engineering and Machine Learning components - from the system design to construction, deployment, orchestration and monitoring;
Experience writing production quality code in Python, including, for example, dependency management and testing frameworks;
Familiarity with the engineering aspects of some of popular Machine Learning practices, libraries and platforms ( MLflow, Databricks, Spark, MLlib, Py
Torch, Numpy, Pandas, Tensor
Flow and Scikit-learn among others);
Experience Continuous Integration & Continuous Deployment processes and platforms, software design patterns and APIs;
Experience with Kubernetes;
A person that enjoys staying on top of all the best practices and tools of modern software engineering, while being an advocate of code quality and continuous improvement.
Before Applying
Through your application, we want to understand the skills and experiences you have that make you the perfect fit for this role and for FARFETCH. We're passionate about creating the conditions for Farfetchers to grow and develop but we're also looking for people who can hit the ground running, so make sure to apply for a position where you feel you can thrive.
Seja o primeiro a candidar-se à vaga de emprego oferecida!
-
Porque procurar um emprego no Vagas.pt?
Newsletter de Emprego
Todos os dias oferecemos novas vagas de emprego. Pode escolher entre uma vasta gama de empregos: O nosso objectivo é oferecer a escolha mais vasta possível Receba novas ofertas por e-mail Ser o primeiro a responder a novas ofertas de emprego Todas as ofertas de emprego num só lugar (de empregadores, agências e outros portais de emprego) Todos os serviços para quem procura emprego são gratuitos Vamos ajudá-lo a encontrar um novo emprego