Software Expert AI/ML Architecture

Robert Bosch Engineering and Business Solutions Private Limited

15 - 20 years

20 - 25 Lacs

hosur bengaluru

Posted:3 weeks ago| Platform:

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Skills Required

computer science system testing c++ software design machine learning software quality sdlc monitoring sql python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Define, evolve, and drive
software architecture
for AI-centric platforms across industrial and enterprise use cases.
Architect for
scalability, security, availability, and multi-domain adaptability
, accommodating diverse data modalities and system constraints.
Embed
non-functional requirements (NFRs)
latency, throughput, fault tolerance, observability, security, and maintainability into all architectural designs.
Incorporate
LLM
,
Agentic AI
, and foundation model design patterns where appropriate, ensuring performance and operational compliance in real-world deployments.

Enterprise Delivery and Vision

Lead the
translation of research and experimentation into production-grade solutions
with measurable impact on business KPIs (both top-line growth and bottom-line efficiency).
Perform deep-dive
gap analysis
in existing software and data pipelines and develop long-term architectural solutions and migration strategies.
Build architectures that thrive under
enterprise constraints
, such as regulatory compliance, resource limits, multi-tenancy, and lifecycle governance.

AI/ML Engineering and MLOps

Design and implement scalable
MLOps workflows
, integrating CI/CD pipelines, experiment tracking, automated validation, and model retraining loops.
Operationalize AI pipelines using
Azure Machine Learning (Azure ML)
services and ensure seamless collaboration with data science and platform teams.
Ensure architectures accommodate
responsible AI
, model explainability, and observability layers.

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