Product Architect - Ai / Ml

Product Architect - AI / ML

Location : India / Offshore

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

Location : -Pune preferred / Hyderabad (4 Days WFO)

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

enterprise deployment models

decisions

assessments and rapid prototyping for new product features

scalability, reliability

presentations and documentation AI / ML Product Engineering

Mistral, Phi-3) on medical datasets

evaluation, deployment, monitoring

(RTX5090 / 4090 / A100 / H100 clusters)

benchmarks

deployments Platform & Infrastructure

Hubs for event-driven workflows

high-volume processing

deployment gates

systems

policies Delivery Excellence & Hands-On Leadership

defined timelines

optimization, and maintainability

model performance, refactoring complex modules

capabilities

reviews, documentation

contracts, deployment guides

codebase Team Development & Collaboration

technical guidance

from team members

late evening IST hours

product / business stakeholders

actionable technical tasks for India-based engineers

Required Qualifications

Transformers, production ML frameworks

NVIDIA / CUDA variants and their inner workings.

regulated environments

with measurable business impact

innovation with pragmatic engineering