Senior Machine Learning Engineer

Senior Machine Learning Engineer

Experience: 10+ Years

Location: Bangalore / Pune / Hyderabad (Hybrid)

Role Summary

We are looking for a Senior Machine Learning Engineer with strong experience in building, deploying, and monitoring scalable ML solutions on Azure. The ideal candidate should have expertise in Python, PySpark, Azure ML, forecasting, predictive modeling, and production-grade model deployment.

Key Responsibilities

• Develop and deploy machine learning models for regression, classification, clustering, and forecasting use cases.
• Build scalable data processing and feature engineering pipelines using Python, Pandas, PySpark, and Spark.
• Design and implement ML solutions using Azure Machine Learning and Azure Synapse.
• Perform model evaluation, validation, tuning, and performance monitoring.
• Develop APIs and model scoring services for batch and real-time inference.
• Collaborate with business, data engineering, and architecture teams to deliver AI/ML solutions.
• Support MLOps practices including model deployment, monitoring, retraining, and lifecycle management.

Required Skills

• 10+ years of IT experience with 5+ years in Machine Learning.
• Strong programming skills in Python (Pandas, Scikit-learn).
• Experience with XGBoost, LightGBM and other ML frameworks.
• Strong hands-on experience with PySpark/Spark.
• Azure experience including:
• Azure Machine Learning
• Azure Synapse Analytics
• Experience with:
• Regression, Classification, Clustering
• Time Series Forecasting
• Feature Engineering & Feature Selection
• Model Evaluation & Validation
• Model Performance Monitoring
• Experience developing REST APIs, model deployment, and scoring services.
• Strong analytical, problem-solving, and communication skills.