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3 days ago

Pune, Maharashtra, India Infosys Full time ₹ 8,00,000 - ₹ 24,00,000 per year

Job Description:The Machine Learning Architect will define and implement the enterprise architecture strategy to enable advanced analytics machine learning and semantic capabilities across the organizationThis role ensures a scalable secure and future ready data ecosystem aligned with business prioritiesThe architect will establish standards frameworks medallion architecture and governance in platforms like Snowflake Tableau Cloud and ML Ops pipelines driving innovation and operational excellenceKey Responsibilities:Key ResponsibilitiesEnterprise Architecture Roadmap AlignmentDevelop and maintain architecture blueprints aligned with initiatives such as ML Data Warehouse Semantic Layer and Medallion Architecture data warehousingTranslate roadmap priorities into actionable architecture designs that support model deployment governance and advanced analyticsPlatform Integration EnablementArchitect solutions for Snowflake based ML Data Warehouse feature stores and curated datasetsEnable interoperability between ML Ops pipelines semantic layers and BI platforms Tableau Cloud PowerBIEvaluate emerging technologies for natural language querying and reinforcement learning ecosystemsGovernance Risk ManagementDefine and enforce data governance frameworks including lineage metadata and compliance standardsEstablish model risk management architecture to monitor drift decay and business impactScalability Performance OptimizationDesign multi cloud or hybrid architectures for resilience and cost efficiencyOptimize infrastructure for high performance analytics and ML workloads using containerization and orchestration toolsFuture Ready CapabilitiesLay the foundation for advanced features such as automated retraining semantic driven insights and natural language data queryingSupport integration of reinforcement learning and real time analytics into the architectureRequired Skills ExperienceTechnical Expertise5 years in data or enterprise architecture roles with strong experience in analytics ecosystemsProficiency in Snowflake Azure services and BI platforms Tableau Cloud Power BIFamiliarity with ML Ops concepts feature stores and CI CD for analytics workloadsStrategic Leadership SkillsAbility to align architecture decisions with business objectives and roadmap prioritiesExperience defining governance frameworks and risk management strategiesStrong collaboration skills across engineering data science and business teamsTools TechnologiesKnowledge of containerization Docker orchestration Kubernetes and API design for analytics integrationUnderstanding of semantic layer architecture and natural language query enablementPreferred Skills:Analytics->Azure

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