Applied ML Engineer, RealâTime Video Generation
CantinaParis, Ile-de-France, France
Posted December 12, 2025
190000 - 225000 EUR year
Full Time
About the Company
Cantina Labs is a social AI company, developing a suite of advanced real-time models that push the boundaries of expression, personality, and realism.
Job Description
We're looking for an Applied ML Engineer who can take video generation models from research to real-time production. The role involves productionizing video generation models, making models fast and affordable, building real-time inference systems, and collaborating with research teams.
Requirements
- 2+ years in ML engineering (or equivalent)
- Strong PyTorch + Python skills
- Hands-on experience with generative models (diffusion/transformers/VAEs)
- Proven ability to improve latency/cost in practice
- Production mindset: debugging under load, monitoring, deployment hygiene
- WebRTC / real-time media delivery experience
- Comfortable in cloud environments: Docker, Kubernetes basic
Benefits
- Competitive salary
- Generous company equity
- Medical, dental, and vision insurance
- 42 days of paid time off
- Generous parental leave & fertility support
- 401(k) retirement savings plan
- Lifestyle spending account
- Complimentary lunch and snacks
- One Medical membership