A
Adyen
Data Science
Machine Learning Engineer
PythonTensorflowPytorchXgboostLightgbmPandasMlflow(Py)Spark(Trino) SqlKubernetesDockerAirflowArgo-WorkflowsPrometheusGrafana
About the Position
At Adyen, we empower our teams with the culture and support they need to own their careers. The people of Adyen are motivated problem-solvers who tackle unique technical challenges at scale, delivering innovative and ethical solutions to help businesses achieve their ambitions faster. Adyen is looking for a Machine Learning Engineer to join our team in Amsterdam, someone with experience of building and operating robust machine learning systems at scale in production environments.
Responsibilities
- Develop and maintain production ML pipelines for data ingestion, training, validation, and deployment.
- Identify and fix performance bottlenecks in ML training and inference.
- Collaborate with software engineers to integrate ML solutions into products and services.
- Collaborate with data scientists to transition research prototypes into scalable solutions.
- Collaborate with MLOps and platform teams to integrate effectively with current tools.
- Support and encourage good engineering practices on product ML teams.
Requirements
- 4+ years of experience as an engineer working in the machine learning domain.
- Strong Python programmer.
- Experience with the full machine learning model lifecycle in production flows.
- Experience leveraging big data to create the pipelines needed to feed the models with appropriate data.
- Strong understanding of good software engineering practices as well as data engineering and MLOps principles.
- Knowledge of data science, statistics and machine learning techniques.
- Strong familiarity with the standard data science toolkit in python, such as (py)spark, (Trino) SQL, Tensorflow, PyTorch, XGBoost/LightGBM, Pandas, MLFlow.
- Knowledge/experience of working with ML infrastructure components with tools such as k8s, docker, airflow, argo-workflows, prometheus, grafana.
- Experimental mindset with a launch fast and iterate mentality.
- Proactiveness in taking the lead in projects.
Machine Learning Engineer