Key Responsibilities
- Design, develop, and deploy machine learning models and AI solutions using Azure services.
- Build and maintain end-to-end ML pipelines for data preparation, training, validation, deployment, and monitoring.
- Develop and manage MLOps practices, including model versioning, automation, and CI/CD processes.
- Collaborate with data scientists to operationalize machine learning models.
- Deploy and manage models using Azure Machine Learning and Azure Kubernetes Service (AKS).
- Monitor model performance and implement retraining strategies as needed.
- Optimize machine learning solutions for scalability, performance, and cost-efficiency.
- Integrate AI/ML services into enterprise applications and business processes.
- Ensure compliance with data governance, security, and regulatory requirements.
- Document technical designs, workflows, and deployment procedures.

Required Skills & Qualifications
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Engineering, or a related field.
- 3+ years of experience in Machine Learning,



Data Science, or AI solution development.
- Hands-on experience with Azure Machine Learning (Azure ML).
- Strong programming skills in Python.
- Experience with machine learning frameworks such as:
- Scikit-learn
- TensorFlow
- PyTorch
- XGBoost
- Knowledge of supervised and unsupervised learning techniques.
- Experience in feature engineering, model evaluation, and model deployment.
- Familiarity with REST APIs and integrating ML services into applications.
- Solid understanding of data processing and ETL concepts.

Azure Skills
- Azure Machine Learning Studio
- Azure AI Services / Azure Cognitive Services
- Azure OpenAI (preferred)
- Azure Data Factory
- Azure Databricks
- Azure Synapse Analytics
- Azure Blob Storage
- Azure Data Lake Storage
- Azure Kubernetes Service (AKS)
- Azure Container Registry (ACR)
- Azure Key Vault
- Azure Monitor

MLOps & DevOps Skills
- CI/CD implementation

📌 Azure Machine Learning (Chennai)
🏢 Tata Consultancy Services
📍 Chennai