Machine Learning Engineer

3 days ago

Vadodara, Gujarat, India Hexpress Healthcare Full time ₹ 15,00,000 - ₹ 25,00,000 per year

We are seeking a highly motivated and experienced Machine Learning Engineer to join our team. You will be responsible for transforming Data Science prototypes into production-ready applications, building scalable MLOps pipelines, and maintaining deployed models. This role requires a strong background in software engineering, cloud infrastructure, and practical experience with the full ML lifecycle.

Key Responsibilities:

  • Production Deployment & Scaling:

  • Refactor and optimise Data Science prototypes for performance and efficiency.

  • Containerise models using Docker and deploy them onto a scalable infrastructure, such as Kubernetes.

  • Design and build low-latency APIs to serve model predictions in real-time.

  • MLOps Pipeline Automation:

  • Implement CI/CD/CT pipelines to automate model training, testing, and deployment processes.

  • Utilise orchestration tools like Airflow or Kubeflow to manage and schedule complex ML workflows.

  • Advanced AI Focus:

  • Work with specialised models (e.g., LLMs) on tasks such as fine-tuning and prompt engineering.

  • Contribute to ensuring the ethical and compliant use of AI systems, particularly in relation to data privacy and bias.

  • System Monitoring & Maintenance:

  • Set up robust monitoring for model performance, data drift, and infrastructure health in production.

  • Develop and manage automated processes for model retraining, versioning, and rollbacks.

  • Software Engineering & Collaboration:

  • Write high-quality, clean, modular Python code following professional software engineering standards.

  • Collaborate closely with Data Scientists and Data Engineers to ensure seamless data flow and feature availability for models.

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