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Machine Learning Expert
2 maanden geleden
Adyen, a pioneering fintech company, is seeking a highly skilled Senior Machine Learning Scientist to join our team in Amsterdam. As a key member of our data-driven organization, you will be responsible for designing and implementing production-ready machine learning solutions that power our data products.
About the RoleWe are looking for an exceptional individual with 8+ years of experience as a machine learning or data scientist. Your expertise should include the full machine learning model lifecycle, big data frameworks, software engineering practices, data engineering, and MLOps principles. You will be working closely with cross-functional teams to drive innovation and deliver impactful results.
Key Responsibilities- Design and implement machine learning algorithms for batch prediction and real-time applications, including Anti-Money Laundering (AML) systems, anomaly detection, online learning algorithms, clustering algorithms, supervised and semi-supervised learning methods, graph analysis, and representation learning.
- Develop orchestrated pipelines for analytical purposes and machine learning training, ensuring seamless integration with our data ecosystem.
- Collaborate with MLOps to improve our machine learning tooling and contribute to ongoing automation efforts for experiments, training runs, validation runs, and monitoring before, during, and after deployment.
- Stay up-to-date with the latest research and developments in the machine learning field, applying this knowledge to create state-of-the-art machine learning algorithms with both merchant and product audiences.
- 8+ years of experience as a machine learning or data scientist.
- Strong background in software engineering practices, data engineering, and MLOps principles.
- Experience leveraging big data frameworks to create pipelines for feeding models with appropriate data.
- Familiarity with standard data science toolkit, including (py)spark, SQL, Scikit-Learn, PyTorch, XGBoost/LightGBM, Pandas, MLFlow, and Airflow.
- Experimental mindset with a launch-fast-and-iterate mentality, extensive experience designing and running experiments, and ability to clearly communicate complex outcomes over a wide range of audiences.
The estimated salary for this position is €120,000 - €180,000 per year, depending on your level of experience and qualifications.
