What You ‘ll Do
You will join our high-performance Data & AI team and play a key role in designing, developing, deploying, and maintaining enterprise-grade Machine Learning solutions that enable intelligent decision-making, predictive analytics, and AI-driven business transformation.
- Design, develop, and deploy scalable machine learning models for enterprise and product-focused use cases.
- Build machine learning solutions for:
- Regression
- Classification
- Clustering
- Anomaly Detection
- Predictive Analytics
- Evaluate, validate, optimize, and fine-tune machine learning models to improve performance, accuracy, scalability, and reliability.
- Collaborate with Data Scientists and AI Engineers to productionize machine learning models and improve model lifecycle management.
- Perform data preprocessing, cleansing, transformation, and feature engineering for structured and unstructured datasets.
- Develop reusable feature engineering pipelines and datasets for training, validation, and inference.
- Work with large-scale datasets using Python, SQL,



and up-to-date data processing frameworks.
- Identify and resolve data quality issues while ensuring data consistency and governance.
- Build and maintain end-to-end machine learning pipelines covering data ingestion, model training, validation, deployment, inference, monitoring, and automated retraining.
- Deploy machine learning models as REST APIs and scalable services using Flask, FastAPI, or equivalent frameworks.
- Ensure deployed models meet enterprise standards for latency, scalability, reliability, availability, and cost optimization.
- Utilize Docker and CI/CD pipelines to enable automated and repeatable model deployment.
- Monitor model performance, prediction quality, model drift, and retraining requirements in production environments.
- Optimize machine learning services for performance, maintainability, scalability, and operational efficiency.
- Troubleshoot production issues related to machine learning models,

📌 ML Engineer (Chennai)
🏢 TVS Next
📍 Chennai