Mid-Level Python Developer

Join ALTEN Mexico as a Mid-Level Python Developer! We are seeking a skilled Data Scientist with a solid background in developing models using Python. The ideal candidate will be adept at technical documentation, data validation, and standardizing models for deployment in production environments. You will work closely with Machine Learning Engineering and MLOps teams to prepare and ensure model reproducibility across different settings.

Main Responsibilities

• Identify, document, and map model inputs (sources, formats, frequency) and expected outputs.
• Document feature construction processes.
• Record technical dependencies (libraries, versions, configurations).
• Assist in standardizing and documenting technical aspects of models for production deployment.
• Collaborate with ML/MLOps engineers to prepare models for deployment in GCP.
• Apply data validation methodologies and consistency testing.
• Identify, analyze, and document result discrepancies and trace root causes.
• Propose technical adjustments to ensure reproducibility and consistency across environments.
• Create clear and reusable documentation for model maintenance.