Lead Engineer 2 Job in Hyderabad at PepsiCo

PepsiCo is hiring for the role of Lead Engineer 2- ML Ops!

Responsibilities of the Candidate:

• Build and maintain the Machine Learning pipelines using Azure DevOps and Azure data factory
• Simplify the Machine Learning project development and deployment cycle
• Design and implement scalable solutions for data scientists to deploy their ML models and monitor their health on multi-tenant platforms.
• Identify and develop MLOps features-Azure DevOps Pipelines,Azure Data Factory,Synapse.
• Create tools, processes, or workflows that enable our Data Scientists to operate more efficiently.
• Participate in entire Machine Learning Lifecycle, deploying code to various environments, CI/CD integration, performance monitoring and change management.
• Build pipelines, feedback loops, ML workflows, and APIs.
• Azure certifications/knowledge will be preferred.
• Responsible for the sustainability of already live pipelines in a production environment.

Requirements:

• 3-5 + years experience in Information Technology
• 3+ years of cloud experience (Azure, AWS , GCP etc) – Preferably Azure
• Proficiency with Python & pyspark programming in Databricks Environment.
• Comfortable working with complex SQL
• Experience with ML model serving technologies like Kubeflow Serving, MLFlow etc.
• Experience with common data science frameworks (i.e. Pandas, Numpy, Scikit-learn, Tensorflow)
• Experience in creating Azure Data factory & Azure Devops Pipelines.
• Experience in supporting QA and production deployments and developing end to end CI/CD Pipelines.
• Experience of azure infrastructure and platform in context to AI/ML
• Well-versed with automations and deployments using cutting-edge azure technologies.
• Good written and verbal communication skills along with collaboration and listening skills.
• Nice to have experience related to Big Data