Job Description

Job Description

Role Overview

This role owns the technical architecture of the Data & AI product portfolio and acts as the Technical counterpart to the Product Owner. Works with Innovation on PoC-to-product transitions and applies AI governance and Responsible AI standards. Responsible for architecting products for multi-tenancy and non-functional characteristics.

Key responsibilities

Product architecture & portfolio
- Own the target architecture for each product in the portfolio, designing for reuse, configurability, and multi-tenancy.
- Define the shared platform layer - common services, components, and infrastructure reusable across products - and drive consolidation of duplicated capability.
- Own architecture roadmap in sync with product roadmap.

AI & GenAI solution design
- Responsible for design decisions: build vs. buy, model selection, fine-tuning vs. retrieval, technical debt management and trade-offs.
- Design retrieval architectures (chunking, embedding, indexing, hybrid search, and re-ranking) for accuracy and latency at scale.




- Define the data architecture for AI solutions - training data, feature pipelines etc.
- Architect observability, monitoring, and drift detection

Product maturation and disposition
- Assess PoCs and early MVPs for technical viability, scalability, and productisation.
- Conduct product technical readiness assessments provide the architectural basis for product disposition decisions.

Production readiness & unit economics
- Design the LLMOps/MLOps backbone for the portfolio - serving, versioning, deployment pipelines, and rollback.
- Define evaluation architecture: eval harnesses, quality benchmarks, regression testing.
- Own the cost model - inference economics and token cost - as an input to product pricing.

Safety, governance & technical leadership
- Embed Responsible AI, explainability, and AI security standards into product designs. Design for the regulatory obligations.
- Support the Product Owner wit

📌 Data and AI Products Architect (India)
🏢 Bosch India
📍 India