Senior Sales Executive, GPU Infrastructure

Senior Sales Executive, GPU Infrastructure

A high-impact, quota-carrying role driving multi-million-dollar GPU infrastructure deployments across North America.

About Arc

Arc Compute designs and deploys software‑defined, 100% GPU‑enabled AI infrastructure. We deliver modular 1 to 5 MW facility buildouts and turnkey clusters (8 to 64 nodes), deployed globally and engineered for sustained performance and scale. Our team manages the full lifecycle: architecture, hardware procurement, deployment, software‑defined orchestration, and continuous optimization. We work with data centers, enterprises, institutions, and Series A to E companies reducing cloud GPU spend and building dedicated AI infrastructure.

The Role

We're hiring a Senior Sales Executive, GPU Infrastructure. This is a high-impact, quota‑carrying role focused on driving multi‑million‑dollar GPU infrastructure deployments across North America.

You will work directly with AI‑native companies, venture‑backed firms, enterprise infrastructure teams, and data center operators who are scaling compute capacity and optimizing cost structures.

What You’ll Do

Drive New Infrastructure Business

• Sell turnkey GPU clusters, servers, storage, networking, and full AI infrastructure environments.
• Target data centers, enterprises, institutions, and Series A to E companies scaling beyond cloud.
• Own full‑cycle sales: prospecting, qualification, technical scoping, proposals, negotiation, and close.
• Lead large‑scale infrastructure deals from $2M to $10M and above.
• Act as a hunter for net‑new, large‑scale AI infrastructure opportunities with enterprise, institutional, and data center buyers.

Cloud Repatriation and Scale‑Out Strategy

• Position Arc as a solution for reducing AWS and other cloud GPU spend.
• Build ROI cases around total cost of ownership and performance density.
• Engage CTOs, infrastructure leaders, and finance teams on long‑term infrastructure strategy.

Technical Solution Selling

• Translate AI/ML, training, inference, rendering, or HPC workloads into production‑ready cluster designs.
• Work directly with engineering to scope and validate infrastructure architecture.
• Present performance benchmarks, deployment models, and scalability roadmaps.

Pipeline and Forecasting

• Generate your own pipeline in the first 90 days and build a full‑year pipeline.
• Maintain disciplined pipeline management in HubSpot.
• Drive predictable revenue through structured forecasting.
• Meet and exceed defined quarterly and annual revenue thresholds.

What You Bring

Must Have

• 10 to 15 years in B2B hardware or infrastructure sales (servers, GPUs, data center, HPC).
• 5+ years of deep GPU experience (NVIDIA, AMD, AI/ML infrastructure).
• Demonstrated success closing $2M to $10M+ infrastructure deals.
• Experience selling into enterprises, data centers, or high‑growth tech companies.
• Proven ability to generate and close complex infrastructure opportunities.
• Existing relationships within the GPU and AI infrastructure ecosystem (OEM server vendors such as Dell, Supermicro, and Aivres, channel partners, and financial or lease providers).

Nice to Have

• Experience with cloud repatriation conversations (AWS, GCP, Azure cost reduction).
• Technical fluency in power, cooling, rack density, networking, and cluster architecture.
• Experience working with equity investors, private credit, or financing groups structuring Capex and Opex models for large infrastructure projects.
• Track record selling into AI‑native and venture‑backed companies (Seed to Series E) scaling GPU infrastructure beyond cloud.
• Exposure to GPU‑intensive workloads such as rendering, VFX, animation, or real‑time content production.

Compensation

Competitive base salary plus structured commission tied to revenue and gross profit.

Commission scales across defined performance tiers, with accelerators triggered at quarterly and annual thresholds. Compensation increases with performance against defined revenue milestones.

Why Work at Arc

Real infrastructure, real customers, real impact.

Arc Compute is building the infrastructure layer the next generation of AI will run on. We are small enough that every person matters, and we are delivering serious, production‑scale deployments for customers across AI, finance, healthcare, and government. You will work alongside experienced engineers and operators, on problems that actually ship, in one of the fastest‑growing sectors in technology.

Perks and Benefits

• Convenient location in North York with easy GTA access, on‑site parking, and transit options.
• Spacious, modern office with open workspaces and collaborative zones.
• Hands‑on access to modern AI tooling and the GPU infrastructure we deploy.
• Comprehensive health benefits covering medical, dental, vision, and mental health.
• Work alongside senior engineers, architects, and operators with deep GPU expertise.
• Work on large‑scale, multi‑megawatt deployments that ship to production.

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