Data/ML Engineer

Tata Consultancy Services is seeking a Data/ML Engineer to enhance their machine learning capabilities. The role involves building and maintaining Python functions for model performance metrics, designing reporting frameworks, and automating monitoring processes.

Responsibilities:

• Build and maintain reusable Python functions for calculating stand model performance metrics – develop
• And maintain the logic for generating executive summaries and recommendations
• Design and implement a modular framework to generate monitoring reports in PDFs or dashboard formats
• Standardize templates for model reporting including visualizations, commentary sections and KPI thresholds
• Build automation scripts using orchestration to schedule monitoring runs at regular intervals and integrate
• With the storage system for output archival

Requirements:

• 7-10 hands-on experience Python with expertise in pandas, NumPy, scikit-learn, matplotlib and seaborn
• Strong understanding of ML evaluation metrics across classification and regression use cases
• Experience with Databricks Notebooks and PySpark for handling large model outputs in parquet format
• Experience in working with PDF generation libraries
• Knowledge of MLFLow, model registries or production ML monitoring platforms
• BACHELOR OF COMPUTER SCIENCE