Machine Learning Engineer

Title

Machine Learning Engineer

Location

Gurgaon, Haryana

Exp

3-7 Yrs

Job Description

Key Responsibilities

• Develop, train, evaluate, and optimize machine learning models.
• Collaborate with Data Scientists and Data Engineers on end-to-end ML workflows.
• Perform data preparation and feature engineering.
• Develop scalable machine learning pipelines.
• Deploy ML models into production environments.
• Develop APIs and services for model integration.
• Monitor model performance and data/model drift.
• Implement MLOps practices for model lifecycle management.
• Support model retraining and continuous improvement.
• Troubleshoot and optimize production machine learning workloads.
• Maintain technical documentation for ML solutions.

Required Technical Skills

• Strong proficiency in Python.
• Strong understanding of Machine Learning concepts and algorithms.
• Hands-on experience with Scikit-learn, Pandas and NumPy.
• Experience with PyTorch or TensorFlow is preferred.
• Good knowledge of SQL and data processing.
• Experience deploying ML models into production.
• Knowledge of REST APIs and microservices.
• Understanding of cloud platforms such as AWS, Azure or GCP.

Preferred Skills

• Docker
• Kubernetes
• MLflow
• CI/CD
• MLOps
• Model monitoring
• Generative AI / LLM experience, where applicable to the project