ML Engineer-AI Engineer-Machine Learning presso exl Service.com (India) Private Limited
exl Service.com (India) Private Limited · Pune, India · Hybrid
- Professional
- Ufficio in Pune
We are seeking a skilled MLFlow 3 Engineer to join our Data & AI Engineering team. The ideal candidate will have hands-on experience in managing the end-to-end lifecycle of machine learning models using MLFlow 3.x, along with expertise in Python, Databricks, PySpark, and Azure. The role is a cusp between ML Engineering and MLOPs. You will work closely with data scientists, ML engineers, and DevOps teams to operationalize ML workflows, ensuring scalability, reliability, and compliance.
Responsibilities
- Design, implement, and maintain MLFlow 3.x tracking, model registry, and deployment pipelines.
- Integrate MLFlow with Databricks, Azure ML, and CI/CD pipelines for automated model deployment.
- Develop and optimize PySpark data processing pipelines for model training and evaluation.
- Manage and monitor model performance, retraining, and version control.
- Optimize infrastructure for scalability, cost efficiency, and performance within Azure environments.
- Create documentation and reusable templates for ML model management and deployment.
- Ensure adherence to data governance, compliance, and security best practices.
Qualifications
Bachelor Degree in relevant field with 3 - 6 years of relevant experience
