About the job
ALTEN México is seeking a skilled Mid-Level Data & Analytics Engineer with a focus on Machine Learning. The ideal candidate will possess expertise in standardizing models, preparing execution environments, versioning, and deploying solutions on Google Cloud Platform (GCP) while adhering to best practices in MLOps. Responsibilities include documenting, optimizing, and ensuring the portability and scalability of models within the cloud data ecosystem.
Main Responsibilities
- Collaborate on standardizing code structure, notebooks, and configuration management.
- Manage versioning of dependencies, models, and artifacts.
- Assist in preparing execution environments (Docker, requirements, configurations).
- Adapt models for GCP services (Vertex AI, Cloud Run).
- Create clear documentation on model execution, pipelines, and deployment procedures.
- Propose technical improvements based on prior experience.
- Design and implement machine learning pipelines tailored to the GCP ecosystem.
- Ensure scalability for varying data volumes or request loads.

