2 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 offers a single platform for businesses to get paid and manage their money. One that makes payments, reconciliation, reporting, fraud prevention, and financing simple for all – from startups to enterprises. Founded in 2004, Mollie’s mission is to make payments and money management effortless for every business in Europe. Our 850-strong team works from offices across the continent, including Amsterdam, Ghent, Lisbon, London, Maastricht, Milan, Munich, Berlin, Kiel and Paris. Today, more than 250,000 businesses use Mollie to drive revenue, reduce costs, and manage funds.