Solution Architect

Solution Architect

The Hague,Netherlands

Contract

Skills

Solution architect

MLOps

ML architect

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

Team:

The ML architect will be responsible for designing the overall MLOps architecture and ensuring its alignment with client’s business objectives.

Task Description

• Define and design the end-to-end architecture for MLOps pipelines, ensuring scalability, reliability, and security.

• Establish a modular architecture that supports continuous integration and continuous deployment (CI/CD) of machine learning applications.

• Identify and select the appropriate tools, frameworks, and platforms for model development, deployment, and monitoring (e.g., Kubeflow, MLflow, TensorFlow, SageMaker).

• Work closely with business stakeholders to translate requirements into scalable machine learning solutions.

• Act as the technical liaison between MLOPs teams and business units, ensuring alignment with project goals and timelines.

• Facilitate the transition from development to production, ensuring models are deployed with minimal friction.

• Design observability and monitoring frameworks to detect drift, ensure performance, and trigger automated re-deployments when necessary.

• Define standards, best practices, and guidelines for MLOps, ensuring adherence to compliance and regulatory requirements.

• Collaborate with data engineers, data scientists, DevOps engineers, and other stakeholders to implement best practices for model lifecycle management.

• Develop strategies for deploying ML models as APIs, batch processing jobs, or streaming services.