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Werken bij Adyen

Machine Learning Engineer - MLOps

05-01-2025
Marktconform
Medior
Amsterdam
Adyen is seeking a Machine Learning Engineer to join our central MLOps team, which is responsible for building platforms and tools for all of our data science teams. In this role, you will play a crucial part in shaping the MLOps ecosystem at Adyen, serving a variety of machine learning and statistical models for both real-time and batch predictions — from optimizing payments to combating fraud.

What you'll will be doing:

  • Own, develop, deploy and operate tooling and services around MLOps:
  • Performant model training and tracking.
  • Safe, stable and performant machine learning model deployment in both real-time and batch flows, considering latency, reliability and scalability.
  • Experiment tracking, validation and hyperparameter optimization runs
  • Model monitoring for downtime, latency, and drifts.
  • Ensuring scalability of the MLOps infrastructure and bringing MLOps maturity to the next level
  • Building tools to democratize machine learning practices at Adyen. Work closely with product machine learning teams to identify their pain-points, way of working. 

Who you are

  • 4+ years of professional experience as a DevOps Engineer, MLOps Engineer, ML Engineer, Data Engineer 
  • You have strong software development skills, including: version control (e.g. Git and preferable on Gitlab), coding best practices, debugging, unit and integration testing.
  • You have experience with the full machine learning model lifecycle in production flows.
  • You have great knowledge of MLOps architectures and practices.
  • You are very proficient in python
  • You have a very good understanding of software engineering practices
  • You have a good understanding of machine learning algorithms, and specifically dependencies on engineering and their lifecycle.
  • You have the ability to diagnose and resolve model performance, scalability, and deployment issues.
  • You have strong familiarity with the standard data science toolkit, such as (py)spark, MLFlow or similar MLOps frameworks, Airflow
  • You have an experimental mindset with a launch fast and iterate mentality.
  • Team player with strong communication skills, and are able to convey complex outcomes to a wide range of audiences.
  • You are adept at collaborating with cross-functional teams and driving best practices.

Desirable additional qualifications:

  • Proficiency with observability tools, such as: Prometheus, Logsearch, Kibana and Grafana.
  • Experience in platform engineering and k8s, argoCD, helm is a plus
  • Knowledge of kafka or any other streaming framework is a plus
  • Knowledge of front end and/or java is a plus
  • Experience in working with feature store is a plus
  • Experience with setting up and managing GPUs for Accelerated Deep Learning is a bonus

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