09 Sep
|
One moment, please
|
Gurugram
09 Sep
One moment, please
Gurugram
About the Role
We are looking for a Systems or Solutions Architect with deep expertise in networking, infrastructure-as-a-service (IaaS), and cloud-scale system design to help architect and optimize AI/ML infrastructure.
The ideal candidate combines robust fundamentals in cloud architecture (AWS or equivalent), networking, compute, and storage, with hands-on experience in Kubernetes, observability, and automation.
You’ll design scalable systems that support large AI workloads — enabling efficient training, inference, and data pipelines across distributed environments.
Key Responsibilities
- Architect and scale AI/ML infrastructure across public cloud (AWS / Azure / GCP) and hybrid environments.
- Design and optimize compute, storage, and network topologies for distributed training and inference clusters.
- Build and manage containerized environments using Kubernetes, Docker, and Helm.
- Develop automation frameworks for provisioning, scaling, and monitoring infrastructure using Python, Go, and IaC (Terraform / CloudFormation).
- Partner with data science and ML Ops teams to align AI infrastructure requirements (GPU/CPU scaling, caching, throughput, latency).
- Implement observability, logging, and tracing using Prometheus, Grafana, CloudWatch, or Open Telemetry.
- Drive networking automation (BGP, routing, load balancing, VPNs, service meshes) using software-defined networking (SDN) and modern APIs.
- Lead performance, reliability, and cost-optimization efforts for AI training and inference pipelines.
- Collaborate cross-functionally with product, platform, and operations teams to ensure secure, performant, and resilient infrastructure.
Required Qualifications
- Knowledge of AI/ML infrastructure patterns, including distributed training, inference pipelines, and GPU orchestration.
- Bachelor’s or Master’s degree in Computer Science, Information Technology, or related field.
- 10+ years of experience in systems, infrastructure, or solutions architecture roles.
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📌 AI Infrastructure Systems/Solutions Architect (Gurugram)
🏢 One moment, please
📍 Gurugram