Senior ML Engineer - Fraud Detection & Production Systems

Mangopay

Warszawa

Sur place

PLN 260 000 - 380 000

Plein temps

Il y a 2 jours
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Résumé du poste

Mangopay is seeking a Senior Machine Learning Engineer to join our Data Science team. You will work on fraud prevention by developing end-to-end ML solutions from data sourcing to deployment and monitoring in production.

The role blends DS with ML engineering and data engineering, with a strong emphasis on reliability and security. You will build models to detect fraudulent payments, identity theft, and account takeovers, and you will lead projects that drive measurable impact for our products

Qualifications

  • Minimum 5 years in Data Science or ML/DS field.
  • Strong Python (pandas, NumPy, scikit-learn) and SQL skills.
  • Experience deploying and maintaining ML models in production.
  • Strong software engineering practices (clean code, tests, version control).
  • Excellent English and Polish language skills.

Responsabilités

  • Build and improve fraud detection solutions for payments and identity security.
  • Lead end-to-end DS projects from data sourcing to production deployment.
  • Develop data pipelines and datasets to support feature engineering and real-time inference.
  • Develop and operate production ML services with reliability, scalability, and security.
  • Create internal tools and workflow automations to improve efficiency.

Connaissances

Python
SQL
ML algorithms
Data analysis
Communication
English language
Polish language

Outils

AWS SageMaker
Kubernetes
Docker
CI/CD
Apache Kafka
Terraform
Snowflake
dbt
n8n

Description du poste

Mangopay is seeking a Senior Machine Learning Engineer to join our Data Science team. You will work on fraud prevention by developing end-to-end ML solutions from data sourcing to deployment and monitoring in production.

The role blends DS with ML engineering and data engineering, with a strong emphasis on reliability and security. You will build models to detect fraudulent payments, identity theft, and account takeovers, and you will lead projects that drive measurable impact for our products

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