13 Aug
|
Bosch
|
Bengaluru
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.
Job Description
Roles & Responsibilities :
This role architects production-ready AI and GenAI solutions that are reliable, observable, safe, and cost-efficient. The architect owns the technical design of AI solutions from chance through delivery. The solution architect is the senior technical authority on AI architecture decisions within projects and collaborates with the Data Solution Architect where engagements span both data foundations and AI solutions.
Key responsibilities
AI & GenAI solution architecture
- Own end-to-end architecture for AI and GenAI engagements — classical ML, LLM applications, RAG systems, and agentic workflows.
- Responsible for design decisions: build vs. buy, model selection, fine-tuning vs. retrieval, and orchestration patterns.
- Design retrieval architectures (chunking, embedding, indexing, hybrid search, and re-ranking) for accuracy and latency at scale.
- Architect agentic systems: tool use, memory, multi-step orchestration, and human-in-the-loop control points.
Production readiness & LLMOps design
- Design LLMOps/MLOps setup for engagements: model serving, versioning, deployment pipelines, and rollback.
- Define evaluation architecture: eval harnesses, quality benchmarks, regression testing, and acceptance criteria.
- Architect observability, monitoring, and drift detection; design for operability and handoff to Managed Ops.
- Design cost-efficient inference architectures: model tiering, caching, token economics, and FinOps gua
📌 AI Solution Architect (Bengaluru)
🏢 Bosch
📍 Bengaluru