Machine Learning Engineer

Machine Learning Engineer

Remote — European Union. Company based in Amsterdam, Netherlands.

AI SaaS | Machine Learning | Applied AI | ML Engineering | Production AI

Our client, a growing AI SaaS company based in Amsterdam

, is looking for a Machine Learning Engineer to build, train, and productionise machine-learning models powering customer-facing AI products.

You'll work across the ML lifecycle—from experimentation and model development through integration, deployment, and production improvement—alongside Software, Data, and Product teams.

What You'll Work On

• Design, train, and evaluate machine-learning models in Python

• Develop ML solutions using PyTorch and modern ML libraries

• Turn prototypes and experiments into production-ready systems

• Build APIs and services that expose ML capabilities to customer-facing products

• Containerise ML workloads using Docker

• Deploy and operate models in AWS and/or GCP environments

• Work with structured and unstructured datasets using Python and SQL

• Build data processing and feature-engineering workflows

• Evaluate model quality and iterate based on production performance

• Improve inference performance, scalability, and reliability

• Integrate ML capabilities into existing product and backend systems

• Collaborate with Product, Data, and Software Engineers throughout the development lifecycle

Core Skills

• 3+ years of professional experience in Machine Learning Engineering, Applied ML, Data Science with production experience, or a similar role

• Python

• PyTorch

• Machine Learning

• Docker

• AWS and/or GCP

• SQL

• REST APIs / backend integration

• Experience taking ML models beyond experimentation into production

Nice to Have

⭐ scikit-learn

⭐ TensorFlow

⭐ FastAPI

⭐ Kubernetes

⭐ MLflow

⭐ NLP / LLMs

⭐ Computer Vision

⭐ Recommendation or ranking systems

⭐ Feature stores

⭐ Model monitoring

⭐ CI/CD for ML workloads

⭐ Experience building customer-facing AI products