Company Description

Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 27,000+ associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.

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 with technical input to funding pitches, business cases, and customer conversations.

Experience

10–15 years in software/ML engineering and architecture, with proven AI solutions in production

Expected Skills

GenAI architecture — LLMs, RAG, agentic patterns, orchestration frameworks

MLOps/LLMOps, evaluation design, model serving, observability, and inference cost optimisation

Experience in architecting commercial software products - Multi-tenancy, versioning, and productisation of prototypes

Working knowledge of data platforms, pipelines, and modelling

Ability to connect architectural choices to unit economics, profitability and time-to-market

Guide the product development teams with implementation and standards compliance

Qualifications

Educational qualification

B.E/B.Tech/MCA/Phd or equivalent Qualification

Experience

10–15 years in software/ML engineering and architecture, with proven AI solutions in production

Mandatory/requires Skills

GenAI architecture — LLMs, RAG, agentic patterns, orchestration frameworks

MLOps/LLMOps, evaluation design, model serving, observability, and inference cost optimisation

Experience in architecting commercial software products - Multi-tenancy, versioning, and productisation of prototypes

Working knowledge of data platforms, pipelines, and modelling

Ability to connect architectural choices to unit economics, profitability and time-to-market

Guide the product development teams with implementation and standards compliance

Preferred Skills : Legal Entity: Bosch Global Software Technologies Private Limited

📌 Data and AI Products Architect (Bengaluru)
🏢 Bosch Group
📍 Bengaluru