The most powerful foundation models are trained on written words. But human intelligence far exceeds language. Truly intelligent machines must move from words to worlds, and acquire the capacity to perceive, anticipate, and improvise. They need to obtain a general intuition of reality.
We embrace games as the ultimate expression of ingenuity and problem solving. General Intuition builds on the strength of Medal, the world’s largest and fastest-growing platform for gaming moments. Every year, our players capture billions of gameplay clips, each representing a unique, action-packed highlight. Across countless environments, this diversity leads to uniquely capable agentic systems.
For the past year, we’ve been pushing the frontier across:
Agents capable of deep spatial and temporal reasoning
World models that provide training environments for those agents, and
Video understanding with a focus on transfer beyond games
What we're looking for:
Depth of XP: 4+ years of video machine-learning, with a focus on image embedding and computer vision. Bonus for applicants who have XP in generative AI, familiarity with high throughput video inference/feature extraction
In-person: Looking to hire in NYC to contribute alongside the product team. 3+ days in the office
Ownership & attention to detail: You see things through, and can be responsible for end-to-end quality of complex features.
Code Performance: Excellent understanding of code performance and performance implications in production
Be result-driven: Everything we do is driven by the metrics and performance of the feature. We move fast and ship regularly
Measuring with metrics: Comfort with A/B testing and measuring results with usage metrics
Gaming: A passion for games and the gaming communities, and a user of Discord and other gaming-adjacent products. XP working on gaming-related projects is a plus
Our stack:
ML technologies: GCP, Bigquery, OpenCV, PyTorch, KubeFlow Pipelines, Airflow
Desktop Front-end: Electron, React, Redux, & other modern web-based technologies
Recorder: C# and C++
Mobile: Swift for iOS, Kotlin for Android
Backend: Java, Redis, RabbitMQ, Kubernetes, Docker
Infra: Terraform, Salt, GitHub Actions, CircleCI for IaC and CI/CD
Please include the following:
Links to apps you’ve released/portfolio, and a description of your contributions
Resume
LinkedIn (Twitter if relevant)
Github
Top Skills
What We Do
About Us: Create gaming memories while apart — Medal enables you to reliably capture and meaningfully share online memories with friends (..that would otherwise be lost to time).









