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Experience Level
Mid to Senior
Qualifications
RequirementsBachelor's degree in Actuarial Science, Applied Mathematics, Computer Science, Systems Engineering, or related fields (must be graduated). Minimum of 3 years of experience. Experience working with models developed in Python and using Jupyter notebooks. Knowledge of model preparation for production and best practices for reproducibility and versioning. Intermediate proficiency in Python, SQL, Microsoft Office, and GIT. Preferred: experience with GCP (Vertex AI, BigQuery) or AWS (SageMaker), as well as good software engineering practices applied in data science.
About the job
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.
About ALTEN Mexico
ALTEN Mexico is a leading company in the field of technology consulting and engineering. We strive to provide innovative solutions to our clients, fostering a culture of collaboration and continuous improvement.
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Full-time|On-site|Santiago de Querétaro, Querétaro, Mexico
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