Overview

We are seeking a seasoned Technical Architect specializing in Machine Learning and Artificial Intelligence to lead the design, architecture, and implementation of large-scale, production-grade AI/ML systems. This role combines deep technical expertise with strategic vision to build scalable, reliable, and ethical AI solutions that drive business impact.

Responsibilities

Roles & Responsibilities

Define and own the end-to-end technical architecture for AI/ML platforms and products (from data ingestion to model serving and monitoring).
Lead the design of scalable ML pipelines, MLOps frameworks, and generative AI / LLM-based systems.
Architect cloud-native AI solutions (AWS SageMaker, GCP Vertex AI, Azure ML, or multi-cloud setups).
Evaluate and select appropriate algorithms, frameworks, and tools (e.g., PyTorch, TensorFlow, JAX, LangChain, LlamaIndex, Ray, Kubeflow, MLflow, etc.).
Design systems for large-scale model training/inference (distributed training, model parallelism, quantization, efficient serving with Triton, vLLM, TGI, etc.).




Establish best practices for Responsible AI - fairness, explainability (SHAP, LIME), bias mitigation, privacy (federated learning, differential privacy), and security.
Build and govern enterprise MLOps platforms including feature stores, model registries, CI/CD for ML, experiment tracking, and observability.
Collaborate with data engineers, ML engineers, software engineers, and product teams to translate business requirements into robust technical solutions.
Drive proof-of-concepts (PoCs) and spike solutions for emerging technologies (LLMs, multimodal models, agentic systems, retrieval-augmented generation, etc.).
Mentor senior ML engineers and architects; set technical standards and conduct architecture reviews.
Stay ahead of the latest research and productionize cutting-edge techniques when they add explicit business value.

Requirements

Technical Expertise

12+ years of software engineering experience with at least 6+ ye

📌 Technical Architect (Chennai)
🏢 Prodapt
📍 Chennai