Analytics Data Science And Iot Lead Job in Hexaware Technologies Ltd
Analytics Data Science And Iot Lead
- Pune, Pune Division, Maharashtra
- Not Disclosed
- Full-time
HIR ING
Job Skills
Data Science - Python, Data Science - Python, BI/BA
Description
Senior MLOps Engineer
5+ year experience in machine learning and setting up MLOps in Azure, GCP or AWS
Should be able to build, test, and deploy the new pipeline components to the target environment in Azure or GCP
Experience with one or more Container-ecosystem (Docker, Kubernetes)
Experience building infrastructure and deploying machine learning workloads
Experience in building MLOps pipelines to support development, experimentation, CI/CD, validation, retraining, automation, and monitoring of AI/ML models
Should be responsible to continuously evaluate the latest packages and frameworks in the ML ecosystem
Knowledge of Machine Learning frameworks and tools such as scikit-learn, Tensor Flow, Keras, PyTorch, NumPy, etc.
Experience in Test Driven Development, Git version control (GitLab a plus), Rest APIs, best practices in environment management, run time configurations, alerts.
Experience in building orchestration pipeline to convert plain python models into a deployable API/RESTful endpoint.
Experience in Shell Scripting and automation tools
Exposure to event driven orchestration, online model deployment
Contribute towards establishing best practices in MLOps systems development.
9 to 12 Years
2 - 4 Hires
