15 Aug
|
malomatia
|
India
Description
Detailed Roles and Responsibilities:
Role Objective (Summary)
• Act as the technology and delivery lead for all Data & AI initiatives across the organization.
• Define and implement scalable Data & AI architecture using Microsoft Azure AI and Microsoft Fabric.
• Lead the design, development, and deployment of advanced Machine Learning and AI solutions.
• Drive enterprise data engineering and ETL strategies ensuring high-quality, reliable, and scalable data pipelines.
• Collaborate with business stakeholders to identify AI use cases and translate them into impactful solutions.
• Ensure continuous optimization of models for accuracy, performance, and scalability.
• Establish best practices for AI engineering, MLOps, and AI-DevOps frameworks.
• Govern data and AI standards, ensuring compliance, security, and ethical AI practices.
• Mentor and lead cross-functional teams including data engineers, data scientists, and AI engineers
Responsibilities
Key Responsibilities
Data Engineering & ETL Management
• Design and implement robust data pipelines using Azure ecosystem and Microsoft Fabric.
• Manage ETL processes ensuring data quality, consistency, and availability.
• Optimize data workflows for performance and scalability.
Machine Learning & AI Engineering
• Develop, deploy, and maintain ML models and AI solutions.
• Implement model lifecycle management including training, validation, deployment, and monitoring.
• Drive experimentation and innovation in AI/ML techniques.
Model Optimization & Performance
• Continuously improve model accuracy, efficiency, and reliability.
• Implement performance monitoring and feedback loops.
AI DevOps (MLOps)
• Establish CI/CD pipelines for AI/ML models.
• Implement versioning, monitoring, and governance frameworks for models.
Solution Architecture
• Design end-to-end Data & AI solutions aligned with enterprise architecture.
• Ensure scalability, security, and integration with existing systems.
Stakeholder Management
📌 Head - Data/ AI (India)
🏢 malomatia
📍 India