7 months ago
San Francisco, CA, USAMid Level
Responsibilities
- Develop and improve multimodal AI systems for image, video, and generative applications.
- Optimize diffusion models for controllability, compute efficiency, and step efficiency.
- Design experiments and evaluation frameworks for visual realism and consistency.
- Translate research prototypes into scalable production systems.
- Collaborate with infrastructure teams to optimize model training and inference.
Requirements
- Degree in Computer Science, AI, Robotics, or comparable education and practical experience.
- Strong programming skills in Python and familiarity with object-oriented languages such as C++ or Java.
- Strong data structures and algorithms fundamentals.
- Experience with PyTorch or similar machine learning frameworks.
- Familiarity with CNNs, Vision Transformers, or diffusion architectures.
- Preferred: experience with Stable Diffusion, ControlNet, LoRA, generative pipelines, human pose estimation, geometry-aware modeling, video understanding, and production ML systems.
Categories
About SpreeAI
SpreeAI builds AI-powered virtual try-on, sizing, and styling tools for fashion retailers and brands, delivered through web and mobile integrations and a partner portal. The company sells SaaS and SDKs that embed photorealistic try-on into ecommerce sites, in-store displays, and clienteling apps to reduce returns and improve conversion. Founded in 2023 and headquartered in Los Angeles, it integrates with platforms like Shopify to onboard brand partners quickly.