Senior Production ML Engineer: Credit Modeling & Pipelines

PLP Group; Milano; In loco; EUR 80.000 - 110.000; Tempo pieno

Descrizione del lavoro

Klarna is seeking a Lead Engineer for the Credit Modeling Pipeline to take underwriting models from experiments to reliable production. You will write production Python, build the ML infrastructure, and deploy models using SageMaker, working with data scientists across Stockholm and Milan to scale the in-house data science capability.

You will own end-to-end ML workflows, including feature computation, retraining, monitoring, and pipeline reliability, while aligning with the broader credit risk

Competenze

• Experience writing production-ready Python for machine learning.
• Ability to take models from development to production and own them.
• Hands-on with tree-based models and ML workflows.
• Experience deploying ML workloads on cloud platforms (AWS or similar).

Mansioni

• Write production Python to train and deploy credit underwriting models.
• Build and maintain ML pipeline infrastructure from feature computation to retraining and monitoring.
• Deploy models to production using SageMaker and ensure reliability.
• Troubleshoot pipeline issues end-to-end and scale data science capabilities.

Conoscenze

Production Python

ML pipelines

Model deployment

Team collaboration

English communication

Strumenti

AWS SageMaker

CI/CD

Git

Terraform

Descrizione del lavoro

Klarna is seeking a Lead Engineer for the Credit Modeling Pipeline to take underwriting models from experiments to reliable production. You will write production Python, build the ML infrastructure, and deploy models using SageMaker, working with data scientists across Stockholm and Milan to scale the in-house data science capability.

You will own end-to-end ML workflows, including feature computation, retraining, monitoring, and pipeline reliability, while aligning with the broader credit risk