1. Excellent Programming skills in Python 2. Strong knowledge in writing queries for SQL, No SQL databases 3. Experience in building ML pipelines and deploying machine learning models into Microsoft Azure cloud (e.g. Azure ML, Azure Data Factory, MLFlow, AKS) with a focus on scalability at low cost 4. Experience in MLOps , preferably using microservices architecture with frameworks such as Django, FastAPI, or Flask is good to have. 5. Experience with version control systems (Git) and continuous integration / continuous deployment (CI / CD) pipelines. 6. Experience in ETL project with hands on experience on Pyspark is good to have. 7. Should have strong analytical and debugging skills. 8. Should have good communication skills. 9. Must be familiar with Agile development methodology. Python, Pyspark, SQL, Hadoop