10 Aug
|
Ignatiuz
|
Indore
Position Summary
We are seeking an experienced AI Infrastructure and Platform Architect to design, optimize, and manage scalable AI infrastructure and platforms across on-premises, cloud, and hybrid environments.
The ideal candidate should have robust experience with GPU-based systems, AI/ML platforms, infrastructure architecture, performance optimization, capacity planning, and production support. The role will work closely with AI/ML developers, DevOps engineers, data engineers, and solution architects to improve the performance, reliability, scalability, and cost efficiency of AI solutions.
Key Responsibilities
Design and manage AI infrastructure for model training, fine-tuning, inference, computer vision, Generative AI, and LLM workloads.
Define CPU, GPU, RAM, VRAM, storage, networking, cooling, and power requirements.
Review existing hardware and platform performance and recommend upgrades or optimizations.
Perform capacity planning to support future workloads and minimize frequent hardware changes.
Build and maintain AI platforms using Linux, Docker, Kubernetes,
GPU orchestration, and cloud services.
Configure and manage NVIDIA drivers, CUDA, cuDNN, TensorRT, and related AI acceleration technologies.
Monitor system health, GPU utilization, memory usage, storage performance, and network throughput.
Diagnose infrastructure failures, system crashes, performance bottlenecks, and platform outages.
Implement monitoring, alerting, backup, disaster recovery, security, and operational best practices.
Prepare architecture documents, hardware specifications, technical recommendations, and operational runbooks.
Support production deployment, troubleshooting, and continuous platform improvement.
AI Solution Optimization
The candidate should also be capable of:
Reviewing the end-to-end AI solution and identifying performance, architecture, and infrastructure gaps.
Recommending improvements to scalability, reliability, maintainability, and cost efficiency.
Supporting AI/ML d
📌 AI Infrastructure and Platform Architect (Indore)
🏢 Ignatiuz
📍 Indore