ЕвропаStaff Research Scientist- Interactive Avatars
1 нед. назад
ЕвропаLeadRemote
machine learningdiffusion modelsvideo processing
Staff Research Scientist role focused on developing avatar-centric interactive video diffusion models using generative AI.
О компании
- At we’re passionate about building, not talking, planning or politicising. We strive to hire the smartest, kindest and most unrelenting people and let them do their best work without distractions. Our work principles serve as our charter for how we make decisions, give feedback and structure our work to empower everyone to go as fast as possible. You can find out more about these principles here.
Обязанности
- As a Staff Research Scientist, you will join a team of 40+ researchers and engineers in our R&D department, working on the frontier of generative AI with a focus on avatar-centric, interactive video diffusion models.
- This is a unique opportunity for experts in machine learning and diffusion models to shape the future of AI video agents that listen, respond, and react like humans. As part of our Interactive Avatars team, you'll build models that hold natural, real-time conversations: understanding what a user says and how they say it, then responding with appropriate turn-taking, backchannels, gaze, and facial and body reactions. You'll join a team that moves fast, iterates often, and turns breakthrough research into product capabilities that ship.
- Set the research direction and roadmap for dyadic interaction modeling, balancing long-term bets with near-term product impact.
- Advance the state of the art in the perceptual layer of interactive agents, including understanding user audio and video and generating contextually appropriate reactions.
- Post-train multimodal models to generate rich, natural dyadic interactions from user audio and video inputs.
- Adapt diffusion models to new conditioning signals, such as conversational state, turn-taking, and listener cues.
- Build robust evaluation frameworks and test suites for continuous tracking of interaction quality.
- Partner with our data team to define data needs and shape high-quality datasets.
- Lead and mentor a small group of researchers, and drive technical decisions across research, data, and engineering.
Требования
- Deep ML expertise and extensive hands-on experience with diffusion models, ideally for video or avatar generation.
- A strong publication record at top-tier venues (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, SIGGRAPH) in areas such as world models, dyadic interaction, or video diffusion, or equivalent demonstrated impact.
- Experience leading a small team of researchers and mentoring junior members.
- A track record of taking research from idea to production.
- Proficiency in PyTorch and modern ML tooling for large-scale training.
- Clear communication of hypotheses, experiments, and results, and the ability to influence direction across teams.
Будет плюсом
- Experience with real-time or streaming generation, including autoregressive video diffusion.
- Distillation or other techniques for low-latency inference.
- Audio-driven facial, gesture, or full-body motion modeling.
- Conversational modeling, such as turn-taking, backchanneling, or listener-response generation.
Условия
- We’re living the golden age of AI. The next decade will yield the next iconic companies, and we dare to say we have what it takes to become one. Here’s why,
Другое
- is the world’s leading AI video platform for business, used by over 90% of the Fortune 100. Founded in 2017, the company is headquartered in London, with offices and teams across Europe and the US.
- As AI continues to shape the way we live and work, develops products to enhance visual communication and enterprise skill development, helping people work better and stay at the center of successful organizations.
- Following our recent Series E funding round, where we raised $200 million, our valuation stands at $4 billion. Our total funding exceeds $530 million from premier investors including Accel, NVentures (Nvidia's VC arm), Kleiner Perkins, GV, and Evantic Capital, alongside the founders and operators of Stripe, Datadog, Miro, and Webflow.
- We’re trusted by leading brands such as Heineken, Zoom, Xerox, McDonald’s and more. Read stories from happy customers and what 1,200+ people say on G2 .
- Since 2017, we’ve been pioneering advancements in Generative AI. Our AI technology is built in-house, by a team of world-class AI researchers and engineers. Learn more about our AI Research Lab and the team behind.
- AI safety, ethics, and security are fundamental to our mission. While the full scope of Artificial Intelligence's impact on our society is still unfolding, our position is clear: People first. Always. Learn more about our commitments to AI Ethics, Safety & Security .
- Competitive compensation
- Hybrid work setting with an office in London, Amsterdam, Zurich, Munich, or remote in Europe.
- 25 days of annual leave + public holidays
- Great company culture with the option to join regular planning and socials at our hubs
- + other benefits depending on your location
- You can see more about Who we are and How we work here: