Senior Diffusion Model Researcher
- תל אביב
- משרה קבועה
- משרה מלאה
- Conduct state-of-the-art research on generative models, with an emphasis on diffusion techniques for image and video synthesis.
- Design, implement, and evaluate novel architectures and training methodologies for scalable diffusion models.
- Collaborate with cross-functional teams (engineering, product, design) to transition research into production-grade systems.
- Publish results in top-tier conferences (e.g., NeurIPS, CVPR, ICCV, ICML) and contribute to open-source initiatives.
- Stay up to date with the latest advancements in generative modeling and identify promising research directions.
- Mentor junior researchers and help shape the AI research roadmap.
- Ph.D. in Computer Science, Machine Learning, or a related field, or equivalent industry experience.
- At least 5 years experience as algorithm developer or researcher
- Proven track record in generative modeling, specifically diffusion-based models for image and/or video generation.
- Strong proficiency in Python and deep learning frameworks such as PyTorch or JAX.
- Solid understanding of probabilistic modeling, score-based generative methods, and denoising diffusion techniques.
- Experience with large-scale model training and high-performance computing environments.
- Publications in top AI/ML conferences or journals.
- Experience in latent diffusion, video generative models, or multi-modal generation (e.g., text-to-image/video).
- Contributions to open-source generative modeling libraries.
- Familiarity with model evaluation metrics and benchmarking protocols for generative content.
- Prior experience in a startup or fast-paced R&D environment.
Mploy