Posted:2 days ago|
Platform:
Work from Office
Full Time
Technical knowledge- has expertise in cloud technologies, specifically MS Azure, and services with hands on coding to Python Programming - Expert and Experienced - 4 -5 years DevOps Working knowledge with implementation experience - 1 or 2 projects a minimum
Hands-On MS Azure Cloud knowledge
Understand and take requirements on Operationalization of ML Models from Data Scientist
Help team with ML Pipelines from creation to execution
List Azure services required for deployment, Azure Data bricks and Azure DevOps Setup Assist team to coding standards (flake8 etc) Guide team to debug on issues with pipeline failures Engage with Business / Stakeholders with status update on progress of development and issue fix Automation, Technology and Process Improvement for the deployed projects Setup Standards related to Coding, Pipelines and Documentation Adhere to KPI / SLA for Pipeline Run, Execution Research on new topics, services and enhancements in Cloud Technologies
Master’s degree in Computer Science Engineering, with Relevant experience in the field of MLOps / Cloud Domain experience in Capital Markets, Banking, Risk and Compliance etc.
Exposure to US/ overseas markets is preferred
Azure Certified – DP100, AZ/AI900 Domain / Technical / Tools Knowledge: Object oriented programming, coding standards, architecture & design patterns, Config management, Package Management, Logging, documentation Experience in Test Driven Development and experience in using Pytest frameworks, git version control, Rest APIs Azure ML best practices in environment management, run time
configurations (Azure ML & Databricks clusters), alerts. Experience designing and implementing ML Systems & pipelines, MLOps practices
Exposure to event driven orchestration, Online Model deployment
Contribute towards establishing best practices in MLOps Systems development Proficiency with data analysis tools (e.g., SQL, R & Python)
High level understanding of database concepts/reporting & Data Science concepts
Hands on experience in working with client IT/Business teams in gathering business requirement and converting into requirement for development team
Experience in managing client relationship and developing business cases for opportunities
Azure AZ-900 Certification with Azure Architecture understanding is a plus
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