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Firefly Model Architect
Company | Adobe |
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Location | San Jose, CA, USA |
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Salary | $193900 – $362400 |
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Type | Full-Time |
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Degrees | Master’s, PhD |
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Experience Level | Senior, Expert or higher |
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Requirements
- Master’s or Ph.D. in Computer Science, AI/ML, or related fields.
- Excellent communication skills, with the ability to articulate and tell stories to convey technical visions within cross-functional teams.
- Excellent technical leadership skills, with experience in leading a large number of contributors on time-sensitive and business-critical GenAI projects.
- Experience in state-of-the-art Generative AI technologies, such as GAN, diffusion, and transformer models.
- Strong hands-on experience with GenAI model training.
- Strong collaboration skills, with experience working in a matrix organization, driving alignment, drawing conclusions, and getting things done.
- Experience working with large-scale datasets.
Responsibilities
- Work across different teams as a tech lead to set the technical direction for the future.
- Convert research ideas/papers into code in Python and typical machine learning development toolkits.
- Collaborate with outstanding researchers and engineers to bring research ideas to production.
- Conduct applied research and development in visual GenAI models for enterprise marketing use cases.
- Develop enterprise-specific applications based on the Firefly foundation models for Adobe marketing products.
- Provide technical leadership and mentorship for junior team members.
Preferred Qualifications
- Experience and deep understanding of the nature and development phases of GenAI research.
- Experience working with product teams on technology transfers and in fast-paced production environments.
- A good publication record in Computer Science, AI/ML, or related fields.