Senior Machine Learning Engineer
PT Porto
Farfetch
Farfetch bietet die weltweit größte Auswahl an Luxusmode für Damen und Herren. Shoppen Sie die aktuellen Kollektionen von internationalen Designern und Labels auf einer Webseite.WHAT YOU'LL DO
- Work with technical partners to implement the end-to-end architecture;
- Surface the team's output through the construction of ETLs, APIs and web interfaces;
- Design model serving solutions and develop machine learning-based applications, services, and APIs so as to productionize machine learning models;
- Partner with the Data Scientists (those who actually build, train and evaluate ML models) to provide an end-to-end solution for machine learning-based projects;
- Foster the technological evolution of services and improve their end-to-end quality attributes;
- Be committed to Continuous Integration and Continuous Deployment.
WHO YOU ARE
- Experience implementing end-to-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 3, including, for example, dependency management and testing frameworks;Familiarity with the engineering aspects of some of popular Machine Learning practices, libraries and platforms (e.g. MLflow, Kubeflow, Feast, Databricks, Spark, MLlib, PyTorch, Numpy, Pandas, TensorFlow and Scikit-learn among others);
- Experience Continuous Integration & Continuous Deployment processes and platforms, software design patterns and APIs;
- A person that enjoys staying on top of all the best practices and tools of modern software engineering, while being a advocate of code quality and continuous improvement.
REWARDS & BENEFITS
- Health insurance for the whole family, flexible working environment and well-being support and tools
- Extra days off, sabbatical program and days for you to give back for the community
- Training opportunities and free access to Udemy
- Flexible benefits program
- FARFETCH Equity plan
EQUAL OPPORTUNITIES STATEMENT
- FARFETCH is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined that no applicant experiences discrimination on the basis of sex, race, ethnicity, religion or belief, disability, age, gender identity, ancestry, sexual orientation, veteran status, marriage and civil partnership, pregnancy and maternity, or any other basis prohibited by applicable law. We continue to build our consciously inclusive culture as part of our Positively FARFETCH strategy throughout our business, partnerships and communities.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Big Data Databricks Engineering Machine Learning MLFlow ML models NumPy Pandas Python PyTorch Research Scikit-learn Spark TensorFlow Testing
Perks/benefits: Career development Flex hours Health care Insurance
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