Senior Cloud Infrastructure Architect (Kubernetes + GPU Cloud + HPC)

Posted 19 hours ago

Worldwide

Summary

# AI Cloud Infrastructure Consultant (Kubernetes, GPU Cloud, HPC) ## Project Overview We are building a next-generation AI cloud platform for GPU-based training and inference. We're looking for an experienced cloud infrastructure consultant to help design the architecture of the platform and review key technical decisions. This is **not** a Kubernetes administration role. We are looking for someone who has architected or operated large-scale cloud infrastructure, preferably for AI, GPU, or HPC environments. The engagement will focus on architecture, design reviews, and technical guidance while our engineering team handles implementation. --- ## Project Scope We are seeking guidance on designing and reviewing: * GPU cloud architecture * Kubernetes platform architecture * Control plane and data plane design * GPU scheduling and orchestration * Multi-tenant architecture * High-performance networking (Cilium, eBPF, service mesh) * Storage architecture for AI workloads * Infrastructure security and isolation * Monitoring, logging, and observability * Scalability and reliability best practices --- ## Required Experience We're looking for someone with strong experience in several of the following areas: ### Kubernetes * Production Kubernetes * Kubernetes internals * Operators * Helm * Cluster Autoscaler / Karpenter * CNI plugins ### GPU Infrastructure * NVIDIA GPU infrastructure * CUDA * MIG * GPU scheduling * AI inference platforms * Large-scale model serving ### Networking * Cilium * eBPF * Hubble * Service mesh * InfiniBand or RoCE (preferred) ### HPC * Slurm * HPC clusters * Distributed AI training * Multi-node workloads ### Storage * S3-compatible object storage * Ceph, BeeGFS, Lustre, or similar * Kubernetes Persistent Volumes ### Infrastructure * Linux * Terraform * Docker * KVM virtualization * Infrastructure as Code ### Observability * Prometheus * Grafana * Loki * OpenTelemetry --- ## Nice to Have Experience designing infrastructure similar to: * GPU-as-a-Service platforms * AI cloud providers * LLM inference platforms * Distributed training infrastructure * Multi-tenant cloud platforms Experience with platforms such as: * Nebius * CoreWeave * Lambda Cloud * Crusoe * AWS * Google Cloud * Azure * Oracle Cloud --- ## Deliverables Depending on the engagement, deliverables may include: * Architecture reviews * Technical recommendations * Infrastructure diagrams * Design documentation * Best-practice guidance * Review of implementation plans * Regular architecture consultation sessions --- ## Ideal Consultant You have previously helped build or operate production cloud infrastructure at scale and can advise on architectural decisions rather than day-to-day operations. Experience with GPU infrastructure, AI platforms, or HPC environments is highly preferred. --- ## When Applying Please include: * A brief summary of your relevant experience * Similar cloud infrastructure projects you've worked on * Your experience with Kubernetes, GPU infrastructure, or HPC * Any public architecture blogs, GitHub repositories, talks, or technical publications (if available) * Your availability and hourly rate If you've worked on AI cloud platforms, GPU infrastructure, hyperscale cloud services, or similar projects, we'd love to hear about your experience.

  • Less than 30 hrs/week
    Hourly
  • < 1 month
    Duration
  • Expert
    Experience Level
  • $7.00

    -

    $10.00

    Hourly
  • Remote Job
  • One-time project
    Project Type
Skills and Expertise
Mandatory skills
Kubernetes
Helm
Slurm
Soperator
Activity on this job
  • Proposals:15 to 20
  • Last viewed by client:19 hours ago
  • Interviewing:
    0
  • Invites sent:
    0
  • Unanswered invites:
    0
About the client
Member since Oct 21, 2025
  • United Arab Emirates
    Abu Dhabi2:13 AM
  • $12K total spent
    9 hires, 3 active
  • 133 hours

Explore similar jobs on Upwork

Microsoft Excel
Python
API
Odoo Administration
ASP.NET
Software Integration
Database
C#
Web Server
Odoo
Odoo Development
Enterprise Resource Planning
Software Architecture & Design
SAP MDG Interview assistanceHourly‐ Posted 2 weeks ago
SAP
ABAP

How it works

  • Post a job icon
    Create your free profile
    Highlight your skills and experience, show your portfolio, and set your ideal pay rate.
  • Talent comes to you icon
    Work the way you want
    Apply for jobs, create easy-to-by projects, or access exclusive opportunities that come to you.
  • Payment simplified icon
    Get paid securely
    From contract to payment, we help you work safely and get paid securely.
Want to get started? Create a profile

About Upwork

  • Rating is 4.9 out of 5.
    4.9/5
    (Average rating of clients by professionals)
  • G2 2021
    #1 freelance platform
  • 49,000+
    Signed contract every week
  • $2.3B
    Freelancers earned on Upwork in 2020

Find the best freelance jobs

Growing your career is as easy as creating a free profile and finding work like this that fits your skills.

Trusted by

  • Microsoft Logo
  • Airbnb Logo
  • Bissell Logo
  • GoDaddy Logo