Genmo
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Research Scientist (post-training)
role at
Genmo Join to apply for the
Research Scientist (post-training)
role at
Genmo 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.
The following information provides an overview of the skills, qualities, and qualifications needed for this role.
Role overview:
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.
Key responsibilities:
Lead research initiatives in alignment and post-training methods for video generation models, focusing on improved quality, reliability, and adherence to human intent Design and implement supervised fine-tuning and reinforcement learning from human feedback (RLHF) pipelines for video generation models 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 properties Collaborate with cross-functional teams to integrate alignment improvements into our production pipeline Stay at the cutting edge of the field by regularly reviewing academic literature in both generative AI and alignment Mentor junior researchers and foster a culture of responsible AI development Work closely with product teams to ensure alignment methods enhance rather than inhibit model capabilities
Qualifications:
Additional Information
Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a closely related field Must have:
Strong publication record in top-tier conferences (e.g., NeurIPS, ICML, ICLR) with a focus on reinforcement learning, alignment, or generative models Extensive experience implementing and optimizing large-scale training pipelines using PyTorch Deep understanding of reinforcement learning techniques, particularly RLHF 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:
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
The role is based in the Bay Area (San Francisco). Candidates are expected to be located near the Bay Area or open to relocation.
Genmo is an Equal Opportunity Employer. Candidates are evaluated without regard to age, race, color, religion, sex, disability, national origin, sexual orientation, veteran status, or any other characteristic protected by federal or state law. Genmo, Inc. is an E-Verify company and you may review the Notice of E-Verify Participation and the Right to Work posters in English and Spanish.
Seniority level
Seniority levelMid-Senior level Employment type
Employment typeFull-time Job function
Job functionOther IndustriesSoftware Development Referrals increase your chances of interviewing at Genmo by 2x Sign in to set job alerts for “Research Scientist” roles.Scientist 1/2/Senior Scientist, Analytical DevelopmentRESEARCH SCIENTIST SUPERVISOR I (CHEMICAL SCIENCES) Alameda, CA $9,254.00-$11,868.00 3 weeks ago Burlingame, CA $177,000.00-$251,000.00 8 hours ago San Francisco, CA $136,000.00-$212,800.00 2 days ago Assistant/Associate/Full Researcher Positions Available San Francisco, CA $139,000.00-$186,000.00 1 month ago Principal/Senior Scientist, Analytical Science South San Francisco, CA $170,000.00-$200,000.00 6 days ago Burlingame, CA $117,000.00-$173,000.00 8 hours ago Senior Staff Scientist, Computational ChemistryClinical Outcomes Research - Physician-Scientist San Francisco, CA $127,000.00-$333,700.00 2 days ago South San Francisco, CA $28.00-$32.00 1 hour ago Imaging Scientist - Assistant/Associate/Full Professional Research Series San Francisco, CA $113,000.00-$195,200.00 3 days ago Dispersion Expert - Scientist I-III/Senior/Lead Alameda County, CA $110,000.00-$180,000.00 1 week ago South San Francisco, CA $70.00-$80.00 3 days ago San Francisco, CA $166,000.00-$272,400.00 2 weeks ago Computational Chemist, Computer-Aided Drug Design Redwood City, CA $150,000.00-$190,000.00 1 week ago Research Scientist, Design and SimulationResearch Scientist Manager - Reality LabsResearch Engineer/Scientist, CBRN (Rad/Nuke) San Francisco, CA $280,000.00-$340,000.00 3 days ago Hercules, CA $80,000.00-$100,000.00 1 week ago Research Scientist Manager - Reality LabsStaff Scientist (Senior Manager), Quality Control & Analytical DevelopmentDirector, Analytical Sciences, Drug Product We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
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Research Scientist (post-training)
role at
Genmo Join to apply for the
Research Scientist (post-training)
role at
Genmo 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.
The following information provides an overview of the skills, qualities, and qualifications needed for this role.
Role overview:
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.
Key responsibilities:
Lead research initiatives in alignment and post-training methods for video generation models, focusing on improved quality, reliability, and adherence to human intent Design and implement supervised fine-tuning and reinforcement learning from human feedback (RLHF) pipelines for video generation models 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 properties Collaborate with cross-functional teams to integrate alignment improvements into our production pipeline Stay at the cutting edge of the field by regularly reviewing academic literature in both generative AI and alignment Mentor junior researchers and foster a culture of responsible AI development Work closely with product teams to ensure alignment methods enhance rather than inhibit model capabilities
Qualifications:
Additional Information
Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a closely related field Must have:
Strong publication record in top-tier conferences (e.g., NeurIPS, ICML, ICLR) with a focus on reinforcement learning, alignment, or generative models Extensive experience implementing and optimizing large-scale training pipelines using PyTorch Deep understanding of reinforcement learning techniques, particularly RLHF 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:
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
The role is based in the Bay Area (San Francisco). Candidates are expected to be located near the Bay Area or open to relocation.
Genmo is an Equal Opportunity Employer. Candidates are evaluated without regard to age, race, color, religion, sex, disability, national origin, sexual orientation, veteran status, or any other characteristic protected by federal or state law. Genmo, Inc. is an E-Verify company and you may review the Notice of E-Verify Participation and the Right to Work posters in English and Spanish.
Seniority level
Seniority levelMid-Senior level Employment type
Employment typeFull-time Job function
Job functionOther IndustriesSoftware Development Referrals increase your chances of interviewing at Genmo by 2x Sign in to set job alerts for “Research Scientist” roles.Scientist 1/2/Senior Scientist, Analytical DevelopmentRESEARCH SCIENTIST SUPERVISOR I (CHEMICAL SCIENCES) Alameda, CA $9,254.00-$11,868.00 3 weeks ago Burlingame, CA $177,000.00-$251,000.00 8 hours ago San Francisco, CA $136,000.00-$212,800.00 2 days ago Assistant/Associate/Full Researcher Positions Available San Francisco, CA $139,000.00-$186,000.00 1 month ago Principal/Senior Scientist, Analytical Science South San Francisco, CA $170,000.00-$200,000.00 6 days ago Burlingame, CA $117,000.00-$173,000.00 8 hours ago Senior Staff Scientist, Computational ChemistryClinical Outcomes Research - Physician-Scientist San Francisco, CA $127,000.00-$333,700.00 2 days ago South San Francisco, CA $28.00-$32.00 1 hour ago Imaging Scientist - Assistant/Associate/Full Professional Research Series San Francisco, CA $113,000.00-$195,200.00 3 days ago Dispersion Expert - Scientist I-III/Senior/Lead Alameda County, CA $110,000.00-$180,000.00 1 week ago South San Francisco, CA $70.00-$80.00 3 days ago San Francisco, CA $166,000.00-$272,400.00 2 weeks ago Computational Chemist, Computer-Aided Drug Design Redwood City, CA $150,000.00-$190,000.00 1 week ago Research Scientist, Design and SimulationResearch Scientist Manager - Reality LabsResearch Engineer/Scientist, CBRN (Rad/Nuke) San Francisco, CA $280,000.00-$340,000.00 3 days ago Hercules, CA $80,000.00-$100,000.00 1 week ago Research Scientist Manager - Reality LabsStaff Scientist (Senior Manager), Quality Control & Analytical DevelopmentDirector, Analytical Sciences, Drug Product We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr