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The Chief Architect role at NTT DATA involves defining and governing the AI/ML platform architecture, ensuring scalability and security for enterprise deployments. Candidates should have over 15 years of experience in software/platform architecture, with a strong focus on AI/ML systems. A Bachelor's or Master's degree in Computer Science or a related field is required, with a PhD preferred. Key responsibilities include leading the design of end-to-end architectures, evaluating technologies, and ensuring compliance with security standards.
Job Responsibility:
Platform Architecture Design: Own end-to-end AI/ML platform architecture across data ingestion, processing, ML training, inference, MLOps, and GenAI layers
Reference Architecture Development: Define comprehensive reference architectures for datasets, models, feature stores, model registries, metadata management, orchestration, and AI services
Technology Selection: Evaluate and recommend technologies, frameworks, and tools
GenAI & Advanced AI: Guide architectural decisions for GenAI, LLM fine-tuning, RAG (Retrieval Augmented Generation), vector databases, intelligent search, and conversational AI
MLOps & Model Lifecycle: Design CI/CD pipelines for ML models, A/B testing frameworks, model monitoring, drift detection, and automated retraining mechanisms
Security & Compliance: Ensure alignment with security, compliance, data sovereignty, and regulatory requirements
Data Architecture: Design data lake, lakehouse, and data mesh architectures
Integration & APIs: Design API strategies, microservices architecture, event-driven patterns, and integration with enterprise systems
Performance & Scalability: Architect for high availability (99.9%+), low latency
Technical Leadership: Provide architectural oversight and technical assurance throughout delivery
Innovation & Best Practices: Stay current with emerging AI/ML technologies, research papers, and industry trends
Requirements:
Bachelor's/Master's degree in Computer Science, AI/ML, or related field