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Описание вакансии
TL;DR
Staff Research Engineer (AI): Developing and optimizing generative AI models for synthetic human creation with an accent on post-training techniques like DPO, quantization, and distillation. Focus on applying foundational diffusion models to production use cases, improving avatar rendering performance, and pushing the boundaries of text-to-video technology.
Location: Must be based in Europe (Hybrid options available in London, Amsterdam, Zurich, or Munich).
Company
Synthesia is a leading AI video platform for business, pioneering generative AI solutions for enterprise communication and skill development.
What you will do
- Apply DPO (direct preference optimization) to pre-trained generative models.
- Adapt models to extend capabilities and change conditioning inputs.
- Build solutions for dubbing and evaluate lip-sync quality.
- Implement post-training optimization techniques like quantization, pruning, and distillation.
- Analyze and address challenges related to model performance and avatar rendering quality.
- Stay updated with the latest research in diffusion models and adversarial networks.
Requirements
- Must be based in Europe.
- 3+ years of industry experience in Computer Vision or Computer Science.
- Experience with generative models for images or videos (Diffusion/GAN).
- Strong knowledge of post-training techniques such as distillation and adversarial networks.
- Proficiency in Python and clean coding practices.
- Experience with SDLC tools like Git and CI/CD.
Culture & Benefits
- Competitive compensation including salary and stock options.
- 25 days of annual leave plus public holidays.
- Hybrid work environment with regular team socials at European hubs.
- Opportunity to work with a world-class team in a fast-paced AI research environment.
- Commitment to AI ethics, safety, and security.
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