Product Architect AIML

Pune - India

Monthly Salary: Not Disclosed

Experience Required: 1-3years

Posted on: 2 hours ago

Vacancies: 1 Vacancy

Job Summary

Product Architect - AI/ML

Location: India/Offshore

Experience: 12-15 years (Minimum 6-7 years in AI/ML Product Architecture)

Role Overview

Define and drive the technical product vision for enterprise AI/ML platforms in healthcare translating business requirements into scalable architectures while ensuring delivery excellence and long-term product sustainability. This role requires hands-on leadership flexible collaboration across time zones and the ability to mentor engineering teams.

Product & Technical Strategy

Architect end-to-end product solutions for processing clinical records claims and healthcare documentation

Design hybrid Azure/on-premises architectures supporting multi-tenant SaaS and enterprise deployment models

Establish product architecture principles design patterns and technology stack decisions

Evaluate build-vs-buy decisions for AI capabilities Drive technical feasibility assessments and rapid prototyping for new product features

Own non-functional requirements: performance security compliance (HIPAA) scalability reliability

Present architectural proposals and technical roadmaps to leadership through clear presentations and documentation AI/ML Product Engineering

Design and implement fine-tuning pipelines for domain-specific LLMs (e.g. Llama Mistral Phi-3) on medical datasets

Architect MLOps frameworks enabling continuous model improvement: training evaluation deployment monitoring

Build built-in-intelligence-products using advanced AI models.

Implement distributed training infrastructure on Azure ML with GPU optimization (RTX5090/4090/A100/H100 clusters)

Create model evaluation frameworks with domain-specific metrics and quality benchmarks

Develop synthetic data generation capabilities for model training and testing

Establish model versioning A/B testing and rollback strategies for production deployments Platform & Infrastructure

Design microservices architectures with Azure Kubernetes Service Service Bus Event Hubs for event-driven workflows

Build scalable data pipelines using Azure Data Factory Synapse Analytics Databricks for high-volume processing

Implement CI/CD automation through Azure DevOps with comprehensive testing and deployment gates

Architect observability solutions: monitoring logging alerting performance analytics

Design hybrid cloud integration patterns connecting Azure services with on-premises systems

Manage data architecture: Azure SQL Cosmos DB blob storage data lakes with lifecycle policies Delivery Excellence & Hands-On Leadership

Lead proof-of-concept execution from inception to production-ready solutions within defined timelines

Conduct rigorous code reviews ensuring adherence to standards performance optimization and maintainability

Roll up sleeves for critical implementation work: debugging production issues optimizing model performance refactoring complex modules

Deliver technical demos to internal stakeholders and customers showcasing product capabilities

Establish engineering excellence standards: code quality testing frameworks peer reviews documentation

Create comprehensive technical documentation: architecture decision records API contracts deployment guides

Identify and systematically address technical debt across AI models infrastructure and codebase Team Development & Collaboration

Mentor and develop junior engineers and fresh graduates through pair programming and technical guidance

Review and provide constructive feedback on designs code and technical approaches from team members

Foster engineering culture emphasizing quality innovation and continuous learning

Collaborate with US-based teams requiring flexibility for meetings during early morning or late evening IST hours

Bridge communication between offshore development teams and US-based product/business stakeholders Translate business requirements from US teams into actionable technical tasks for India-based engineers

Participate in cross-timezone planning sprint reviews and architecture discussions

Required Qualifications Non Negotiable Expert Python development with PyTorch Transformers production ML frameworks Non Negotiable Comfortable handling NVIDIA/CUDA variants and their inner workings.

Non Negotiable Proven experience fine-tuning LLMs and deploying custom models in regulated environments Non Negotiable Track record of shipping production AI products with measurable business impact

Non Negotiable Core Software Engineering skills. AI/ ML expertise DevOps.

Non Negotiable Flexibility to work with US hours overlap Key Competencie

s Hands-on technical leadership and a user-centric approach to technical architecture

Ownership mindset with accountability for outcomes and the ability to balance innovation with pragmatic engineering

Effective communicator capable of engaging both technical and non-technical audiences

Comfortable operating at multiple levels: strategy architecture and implementation

Required Skills:

AI Architect ML Python React

Product Architect - AI/ML Location: India/Offshore Experience: 12-15 years (Minimum 6-7 years in AI/ML Product Architecture)Role Overview Define and drive the technical product vision for enterprise AI/ML platforms in healthcare translating business requirements into scalable architectures while ens...