3 months ago
Lisbon, PortugalEntry Level
Responsibilities
- Collaborate with ML Platform Engineers, Machine Learning Scientists, and domain engineers to deliver scalable machine learning solutions.
- Deploy and operationalize machine learning models in production.
- Enhance and maintain the cloud-based ML platform on GCP using Python and Terraform.
- Build and maintain CI/CD pipelines for model training and inference.
- Deploy, manage, and scale low-latency, highly available model-serving endpoints on Kubernetes.
- Develop, extend, and host custom and open-source AI tooling.
- Implement MLOps standards for model versioning, experiment tracking, data validation, and automated retraining.
- Set up observability, monitoring, and alerting for infrastructure and deployed models.
- Maintain and expand hosted AI tooling such as LiteLLM and LibreChat and support generative AI capabilities.
Requirements
- At least 1 year of experience deploying and maintaining machine learning models in production.
- Good understanding of MLOps principles, including experiment tracking, reproducibility, pipeline automation, model versioning, and production monitoring.
- Strong Python skills and proficiency with common ML and data libraries including scikit-learn, pandas, NumPy, XGBoost, LightGBM, and MLflow.
- Familiarity with a major cloud platform, preferably GCP.
- Experience with Docker and preferably Kubernetes and Kubeflow.
- Experience building and maintaining CI/CD pipelines for machine learning workflows.
- Familiarity with infrastructure-as-code tools such as Terraform is preferred.
- Strong context-switching ability, attention to detail, and adaptability to shifting priorities.
Benefits
- Based at Mollie's Lisbon Hub with remote and hybrid work options.
- Geographically distributed team spanning Amsterdam and Lisbon.
- Regular feedback, performance reviews, salary reviews, and opportunities for internal mobility and career growth.
Tech Stack
Categories
About Mollie
Mollie builds a payments and money management platform for businesses across Europe, covering online and in-person acceptance, reconciliation, reporting, fraud prevention, and financing. It supports methods such as iDEAL, SEPA credit and direct debit, Visa, Mastercard, PayPal, Bancontact, and SOFORT, and serves more than 250,000 merchants. Founded in 2004 and headquartered in Amsterdam, it is a privately held company with products like POS terminals and Mollie Capital.