Senior Consultant - Public Cloud and Hybrid AI Infrastructure

Capability

Public Cloud and Hybrid AI Infrastructure

Level

Senior Consultant

Primary focus

NVIDIA GPU-based AI infrastructure and AI data centres

Deployment model

Private cloud, public cloud and hybrid AI infrastructure

Role mandate

The Senior Consultant will architect, engineer and operate production NVIDIA GPU infrastructure on public cloud and connect it with private AI estates. The role covers GPU landing zones, cluster fabrics, cloud-native orchestration, performance, security, reliability and AI infrastructure FinOps.

Key responsibilities
- Design GPU landing zones, accounts/subscriptions/projects, network topology, private connectivity, identity, encryption, policy and observability.
- Select NVIDIA GPU instances and cluster patterns for distributed training, fine-tuning, batch inference and low-latency serving.
- Engineer cloud GPU clusters using managed Kubernetes or HPC schedulers, placement/topology controls and high-performance network adapters.
- Design high-throughput object,



file and block storage, data ingestion, checkpointing, cache and cross-region/data-centre movement patterns.
- Build hybrid connectivity and workload portability between private GPU clusters and public cloud.
- Implement Terraform, image pipelines, CI/CD/GitOps, autoscaling, quota automation, reservations/capacity blocks and workplace promotion.
- Integrate cloud ML services where appropriate while retaining infrastructure controls for custom NVIDIA-based workloads.
- Establish GPU availability, utilization, token, latency, throughput, reliability and cost observability.
- Implement AI infrastructure FinOps covering commitments, spot/preemptible usage, idle detection, rightsizing, storage/egress and showback/chargeback.
- Engineer security for images, drivers, model artifacts, secrets, endpoints, data residency and software supply chain.
- Build and automate assigned infrastructure components and independen

📌 AI Infrastructure (Delhi)
🏢 Deloitte Shared Services India
📍 Delhi