Genmo
Research Scientist (post-training)
San Francisco HQ · Junior
Sponsorship not specifiedDetected 1 day ago
Machine LearningPyTorchLLMsResearchCommunicationCollaboration
About the role
- We are seeking an exceptional Research Scientist to join our team, focusing on alignment and post-training techniques for large-scale video generation models.
- In this role, you will be at the forefront of ensuring our diffusion-based video models reliably produce high-quality, physically accurate and safe outputs that match human preferences and values.
Responsibilities
- Lead research initiatives in alignment and post-training methods for video generation models, focusing on improved quality, reliability, and adherence to human intent
- Develop robust evaluation frameworks to measure model alignment, safety, and output quality
- Create and optimize data collection pipelines for human feedback and preferences
- Design and conduct experiments to validate alignment techniques and their scaling
- Collaborate with cross-functional teams to integrate alignment improvements into our production pipeline
Requirements
- Experience with distributed training systems and large-scale experiments
- Proven track record in designing and implementing robust evaluation frameworks
- Excellent communication skills with the ability to explain complex technical concepts to diverse audiences
- Strong software engineering skills and experience with complex shared codebases
- Ideal candidate will have:
- Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a closely related field
Nice to have
- Experience with diffusion models or other generative architectures
- Background in fine-tuning large language models or generative models
- Experience working with human feedback data collection and annotation pipelines
- Strong aesthetic sense and understanding of video quality assessment
- Familiarity with alignment techniques such as constitutional AI or debate
- Track record of successful collaboration with product teams
- Experience with perceptual quality metrics and human evaluation design
- Contributions to open-source projects in AI alignment or generative AI
Benefits
- Design and implement supervised fine-tuning and reinforcement learning from human feedback (RLHF) pipelines for video generation models
- Strong publication record in top-tier conferences (e.g., NeurIPS, ICML, ICLR) with a focus on reinforcement learning, alignment, or generative models
Company info
- We are Genmo, a research lab dedicated to building open, state-of-the-art models for video generation towards unlocking the right brain of AGI.
- Join us in shaping the future of AI and pushing the boundaries of what's possible in video generation.
Equal opportunity
- Genmo is an Equal Opportunity Employer.
This listing is sourced directly from Genmo's careers page and normalized into a canonical job model.