Azure MLOps Job Vacancy in Infosys Limited Bengaluru, Karnataka – Updated today
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Full Details :
Company Name : Infosys Limited
Location : Bengaluru, Karnataka
Position :
Job Description : Responsibilities
Responsible for successful delivery of MLOps solutions and services in client consulting environments; Define key business problems to be solved; formulate high level solution approaches and identify data to solve those problems, develop, analyze/draw conclusions and present to client. Assist clients with operationalization metrics to track performance of ML Models Agile trained to manage team effort and track through JIRA High Impact Communication- Assesses the target audience need, prepares and practices a logical flow, answers audience questions appropriately and sticks to timeline.
Additional Responsibilities:
Education and Experience: • Master’s degree in Computer Science Engineering, with Relevant experience in the field of MLOps / Cloud • Domain experience in Retail/Supply Chain or CPG / Food Group • 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 • Experience in working with teams • Strong Microsoft Excel, Word and PowerPoint skills
Technical and Professional Requirements:
• 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 • Operations Experience if any • 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
Preferred Skills:
Devops->Azure,Python,Artificial Intelligence->Python ML
Educational Requirements
Master Of Technology,MCA,Bachelor of Engineering
This post is listed Under Technology
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