L

Lambda

Cloud-based GPU services for AI training

Network Planning & Design Manager

Full-Time
$196k - $290k/yr+ 2% 401(k) match
Mid
San Francisco, CA, USA+1 moreMore locations: Bellevue, WA, USA
HybridFour days per week in the San Francisco or Bellevue office; the designated work-from-home day is Tuesday.
IT OperationsNetwork Engineering & Administration

About the job

Requirements
  • Experience designing or developing carrier, cloud, or data center connectivity, with designs that have progressed from requirements into delivery.
  • Practical knowledge of dark fiber, wavelength services, optical transport, and internet interconnection.
  • Ability to assess physical route diversity, equipment dependencies, and capacity needs beyond what a route map alone shows.
  • Experience working directly with carrier engineers, colocation providers, or equipment suppliers to solve design constraints.
  • Ability to compare supplier options on technical fit, delivery risk, and total cost, and explain recommendations.
  • Ability to create clear design documentation that engineering reviewers and delivery teams can use.
Responsibilities
  • Develop physical and optical connectivity designs for data centers, points of presence, backbone routes, and customer interconnects.
  • Translate customer and network requirements into routes, capacity plans, equipment needs, and acceptance criteria, working within Network Engineering and HPC architecture.
  • Compare dark fiber, wavelength, internet transit, and interconnection options based on latency, resilience, total cost, delivery time, and room for expansion.
  • Validate route diversity and identify shared conduits, building entrances, fiber extensions, and other dependencies that could compromise a design.
  • Work with carrier engineering teams to develop routes, extend reach, and resolve coverage, site access, or capacity constraints.
  • Evaluate new and existing suppliers, gather technical proposals and budgetary quotes, and recommend options with clear tradeoffs.
  • Work with optical and network equipment partners on alternatives when fiber availability, equipment lead times, or cost put a build at risk.
  • Give Supply Chain a defined technical scope for negotiations and contracting, including supplier assumptions and unresolved risks.
  • Produce a complete design package for Network Engineering approval, then work with Delivery on the build schedule, dependencies, and acceptance requirements.
  • Resolve design questions during delivery and take revisions back through Network Engineering review when site or supplier conditions change.
  • Work with Site Selection and network planning on carrier access, backbone capacity, and future expansion before deployment dates are committed.
  • Turn lessons from completed projects into reusable designs and standards with Network Engineering.
Desired Qualifications
  • Experience designing long-haul optical networks or dense wavelength division multiplexing (DWDM) systems.
  • Experience with private cloud connectivity, internet exchanges, or large compute deployments.
  • Carrier solutions engineering experience, or familiarity with route mapping and capacity planning tools.

About the company

Lambda Labs provides cloud-based GPU services for AI training and inference. Its AI Developer Cloud runs on NVIDIA GH200 Grace Hopper hardware to train large language models and generative AI, offering on-demand and reserved GPUs billed by the hour (for example, $1.99/hour for H100). It differentiates itself through competitive pricing, high availability, and an integrated ML stack with Lambda Stack for easy installation of PyTorch, TensorFlow, CUDA, cuDNN, and NVIDIA drivers, plus Lambda Echelon for owning infrastructure with hosting and support. Its goal is to make scalable AI development and deployment affordable by providing flexible GPU access, reliable hosting, and streamlined software deployment for teams working with large models.

Company Size

501-1,000

Company Stage

Late Stage VC

Total Funding

$9.1B

Headquarters

San Jose, California

Founded

2012

Get referred to Lambda

See people who can refer or advise you

Simplify Jobs

Simplify's Take

What believers are saying

  • October 1, 2026, Lambda closed $1 billion fixed-rate debt for contracted deployments.
  • August 31, 2026 Reuters reported Anthropic's $35 billion Lambda deal for Texas capacity.
  • May 2026 leadership changes installed Michel Combes and John Donovan for scale execution.

What critics are saying

  • Lambda's growth now depends on Nvidia chip allocation and pricing, tightening margins immediately.
  • October 1 financing secures three deployments; one canceled off-take strains highly levered infrastructure economics.
  • A failed hyperscale customer ramp, especially Anthropic, threatens refinancing and a pre-IPO exit.

What makes Lambda unique

  • Lambda pairs bare-metal GPU clouds with on-prem hardware and software, simplifying full-stack AI deployment.
  • At GTC 2026, Lambda announced early Vera Rubin NVL72 bare-metal instances for H2 2026.
  • Lambda runs production-scale infrastructure, including Quantum-X InfiniBand Photonics on 10,000-GPU GB300 clusters.

Help us improve and share your feedback! Did you find this helpful?

Benefits

  • Health Insurance
  • Dental Insurance
  • Vision Insurance
  • 401(k) Retirement Plan
  • 401(k) Company Match
  • Unlimited Paid Time Off
  • Wellness Program
  • Commuter Benefits

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

2%

2 year growth

0%
The Wall Street Journal
Oct 6th, 2026
Exclusive | AI-Computing Startup Lambda Is Raising $4 Billion in Final Round Before Planned IPO

The Nvidia-backed company is targeting an IPO in 2027.

Yahoo Finance
Sep 1st, 2026
Anthropic signs $35B cloud deal with Nvidia-backed Lambda for Texas data centre

Anthropic has signed a $35 billion cloud-computing agreement with Nvidia-backed Lambda, the Wall Street Journal reported. The deal gives Anthropic access to computing capacity from a Texas data centre being developed by Hut 8, a Bitcoin miner turned data centre operator. Nvidia secured capacity at the facility, whilst Lambda will deploy Nvidia chips and provide computing resources to Anthropic. The arrangement's financial terms remain unclear. Anthropic's annualised revenue run rate reportedly reached $65 billion by end-July. The structure highlights Nvidia's expanding role beyond selling AI chips. Anthropic previously agreed to spend $45 billion over six years with another Nvidia-backed provider, Nscale. In April, Amazon announced Anthropic plans to spend over $100 billion on AWS technology over the next decade.

Associated Press
Aug 27th, 2026
Lambda closes $926M term loan B to fund GPU infrastructure for investment-grade customer

Lambda has closed a $926 million senior secured term loan B facility to fund GPU infrastructure for an investment-grade customer. The facility, priced at SOFR + 3.00% and issued at 99.5% of principal, received a Baa2 rating from Moody's. This marks Lambda's first large-scale private cloud GPU asset-backed financing and the first broadly syndicated, investment-grade-rated term loan B by a private neocloud. The facility matures on 31 December 2030 and is secured by the GPU servers and related infrastructure it funds. The closing follows Lambda's $1 billion senior secured credit facility announced in May 2026. Morgan Stanley acted as lead left arranger, bookrunner, and administrative agent, with MUFG serving as joint bookrunner.

The Next Web
Aug 25th, 2026
Lambda is raising up to $3bn before an IPO, months after borrowing $917m for chips

Nvidia-backed Lambda is in talks for up to $3bn in pre-IPO financing at a valuation of $12bn or more, ahead of a listing next year.

AD HOC NEWS
Aug 11th, 2026
Nvidia arranges $500B AI infrastructure credit, raising Ouroboros risk concerns over chipmaker-lender overlap

Nvidia is arranging over $500 billion in AI infrastructure credit alongside Apollo Global Management, Blackstone, BlackRock, Brookfield Asset Management, Goldman Sachs and KKR, raising concerns about circular financing. The chipmaker may secure up to $125 billion of the total itself. A recent $917 million credit facility with Lambda demonstrates how the system works: customers lacking liquidity can access capital arranged through the consortium to purchase Nvidia hardware. CEO Jensen Huang aims to transform the company's graphics chips into an "investable asset class". Critics warn of an "Ouroboros dilemma" — when manufacturers arrange loans for customers to buy their own products, creating a closed loop vulnerable to collapse if actual AI service demand lags infrastructure buildout. Nvidia shares closed at €188.50 on Monday, down 2.67%. The company reports second-quarter fiscal 2027 earnings on 26 August.