ML Engineer

ML Engineer

The Hague,Netherlands

Contract

Skills

ML

data scientists

MVP

Role: ML Engineer
Location: The Hague, Netherlands
Is it Permanent / Contract: Permanent
Rate/Salary: Best reasonable market range
Is it Onsite/Remote/Hybrid: Hybrid
Language: Dutch mandatory

Role

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

Task Description

• 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.