Machine Learning Engineer

Job Title: Machine Learning Engineer

Job Type: Permanent

Job Location: Hague, Netherlands

Language: Dutch Proficiency

Job Description:

The ML Engineer will bridge the gap between data scientists' MVPs and production-ready ML solutions, focussing on optimising and scaling models.

Build and maintain robust data pipelines for feature extraction, transformation, and model training.

Maintain and enhance the existing solutions from the PoC phase to be production ready.

Ensure pipelines are resilient, scalable, and capable of handling real-time or batch data.

Maintain clear documentation on model experiments, data versions, and key decisions.

Collaborate with PoC team to iterate on experiments and refine models efficiently.

Refactor and optimise MVP models for production deployment.

Implement model retraining pipelines for large-scale data processing.

Develop APIs for model serving and integration with other systems.

Collaborate with data scientists to understand model requirements and limitations.

Implement model versioning and experiment tracking systems.

Optimise model performance for both cloud (AWS, Azure) and on-premises environments.

Develop solutions for model explainability and fairness in production.

Work on integrating LLMs into existing ML pipelines and applications.