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World Labs

Generates interactive 3D scenes from images

Senior Business Development & Ops Lead - Robotics & Physical AI

Full-Time
$250k - $350k/yr+ Relocation support
Senior, Expert
San Francisco, CA, USA
In PersonIn-person in the office five days a week.
Sales & Account ManagementAccount Executive
H1B Sponsorship Available

About the job

Requirements
  • At least 8 years of experience in related industries.
  • Deep experience in robotics, Physical AI, autonomous systems, simulation, or adjacent frontier technology, with firsthand exposure to customers, products, or deployments.
  • Technical fluency to engage credibly with researchers and engineers, curiosity to understand how the technology works, and ability to connect technical capabilities with market opportunities.
  • Strong understanding of robotics technology generations, including traditional automation, computer-vision-driven robotics, imitation learning, reinforcement learning, robot foundation models, and sim-to-real.
  • Demonstrated ability to develop and close complex B2B relationships, from early ambiguous conversations through signed agreements.
  • Strong market and adoption judgment, including prioritizing customers and use cases and sequencing market entry across logistics and warehousing, industrial and scientific labs, electronics manufacturing, automotive, defense, and consumer/home applications.
  • Ability to turn technical capability into repeatable commercial value by identifying the appropriate market wedge, business model, pricing, and channel strategy and building a path from demo to paid proof of concept to production deployment while avoiding non-scalable bespoke work.
  • Ability to quantify and defend commercial decisions, including building pipeline forecasts, pricing pilots, and modeling deal structures.
  • Ability to create processes, tools, and operating cadence amid early commercialization ambiguity.
  • Experience as an early or founding commercial hire inside a highly technical organization, earning credibility with researchers and engineers as well as enterprise buyers.
Responsibilities
  • Develop a deep understanding of the company’s robotics technology, its capabilities and limitations, and the broader robotics and Physical AI ecosystem.
  • Identify customers, use cases, and problems where the technology can create differentiated value, and develop a point of view on market direction.
  • Spend meaningful time with customers to understand their workflows, technical constraints, deployment environments, and unmet needs firsthand.
  • Build a feedback loop between customers and the team by translating problems to research and engineering, synthesizing patterns, and distinguishing scalable product opportunities from one-off customization.
  • Shape and execute early customer engagements, pilots, and partnerships in collaboration with research, engineering, and product teams.
  • Own strategic opportunities end to end, including prospecting, discovery, technical evaluation, commercial structure, negotiation, contracting, and closing.
  • Build the operational foundation for an early commercial function by maintaining customer and opportunity pipelines, establishing lightweight processes, driving follow-through, unblocking dependencies, and ensuring commitments are delivered.

About the company

World Labs is building tools for spatial intelligence through Large World Models (LWMs) that can perceive, generate, and interact with 3D environments. Its main product is an AI system that can turn a single image into an entire interactive 3D scene, useful for gaming, simulation, and digital content creation. The technology works by taking a 2D image and generating full 3D representations and interactions, forming a platform or service for developers to create 3D content and experiences. Unlike many competitors, World Labs focuses specifically on zero-shot 3D scene generation from a single image and providing end-to-end 3D content creation capabilities as a scalable platform. Its goal is to enable rapid creation and manipulation of rich 3D worlds for developers and companies in gaming, simulation, and digital media.

Company Size

51-200

Company Stage

Acquired

Total Funding

$1.2B

Headquarters

San Francisco, California

Founded

2024

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Simplify's Take

What believers are saying

  • AMD's September 28, 2026 $8.2 billion deal validates World Labs' strategic importance.
  • Autodesk's 2026 strategic investment and advisory role deepen enterprise demand in design workflows.
  • World API and Atlas broaden products beyond demos into developer distribution and robotics.

What critics are saying

  • AMD's September 28, 2026 acquisition must clear regulators by year-end, delaying execution.
  • Post-close, World Labs loses independence; AMD can redirect research, staffing, and roadmap priorities.
  • Nvidia, OpenAI, and Google can outspend World Labs on models, compute, and distribution.

What makes World Labs unique

  • Fei-Fei Li's team built Atlas and Marble for native text-image-video-3D spatial models.
  • World Labs launched World API on January 21, 2026, exposing explorable 3D generation.
  • July 21, 2026 SceniX acquisition links world models directly to robotics simulation and training.

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Benefits

Hybrid Work Options

Growth & Insights and Company News

Headcount

6 month growth

6%

1 year growth

-10%

2 year growth

-3%
Fortune
Sep 29th, 2026
AMD acquires 'godmother of AI' Fei-Fei Li's World Labs for $8.2B

AMD is acquiring World Labs, a two-year-old startup focused on physical AI, for $8.2 billion in an all-stock deal. The startup was co-founded by Fei-Fei Li, known as the "godmother of AI" for creating ImageNet two decades ago. World Labs specialises in world models, which are trained on video data depicting the physical world rather than text. This technology aims to help AI understand how objects move physically, a capability deemed crucial for autonomous machines like robots and self-driving cars. The acquisition will help AMD compete better with rival Nvidia in the emerging physical AI sector. Li will become executive vice president and chief scientist at AMD, reporting to CEO Lisa Su. The deal is expected to close by year-end, subject to regulatory approval.

The Register
Sep 28th, 2026
AMD acquires AI pioneer Fei-Fei Li's World Labs for $8.2B to advance spatial intelligence models

AMD has agreed to acquire World Labs, an AI startup co-founded by AI pioneer Fei-Fei Li, in an all-stock deal valued at approximately $8.2 billion. The acquisition is expected to close by year's end pending regulatory approval. Founded in early 2024, San Francisco-based World Labs develops spatial-intelligence models that generate and simulate 3D environments from text, image, and video inputs. These "world models" differ fundamentally from large language models by imagining environments rather than predicting word sequences. As part of the deal, Li will join AMD as executive vice president and chief scientist, reporting directly to CEO Lisa Su. The acquisition provides AMD with an in-house AI development team and represents a strategic hedge should LLMs prove insufficient for advancing AI capabilities.

AMD
Sep 28th, 2026
AMD to Acquire World Labs to Advance the Future of AI Compute

Acquisition brings leading AI model research expertise to AMD, helping to shape future AI infrastructure and strengthen the open AI ecosystem SANTA…...

Bloomberg
Sep 22nd, 2026
Fei-Fei Li's World Labs unveils Atlas 3D world model for robotics and design

World Labs CEO Fei-Fei Li has unveiled Atlas, the company's new world model designed to understand and generate 3D environments. The technology has potential applications in robotics, design and science. Li highlighted spatial intelligence as a significant frontier beyond language models. On AI safety, she emphasised that humans must maintain control over systems. She advocated for collaboration between independent benchmarks, academia, government and industry in evaluating increasingly powerful AI systems. The AI pioneer discussed these developments during an appearance on Bloomberg Tech, outlining her vision for how artificial intelligence should evolve with human oversight at its core.

TechStartups
Jul 21st, 2026
World Labs acquires SceniX to bring generative AI into physical robotics and embodied intelligence

World Labs, the AI startup founded by Fei-Fei Li, has acquired SceniX, a robotics company specialising in high-fidelity simulation systems. The move marks World Labs' biggest step into embodied AI, focused on enabling AI systems to perceive, reason, and act in physical spaces. SceniX builds simulation platforms where robots learn skills in virtual environments before deploying them on physical hardware. This "sim-to-real" approach fits with World Labs' Marble platform, which generates persistent 3D environments from text, images, or video. World Labs raised $230 million at launch in September 2024, followed by a $1 billion round in February 2026 that valued the company at $1.23 billion. Investors include Nvidia, AMD, and Autodesk. The company aims to develop spatial intelligence systems capable of understanding geometry, movement, and physics in physical environments.