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Firefly Model Architect

Firefly Model Architect

CompanyAdobe
LocationSan Jose, CA, USA
Salary$193900 – $362400
TypeFull-Time
DegreesMaster’s, PhD
Experience LevelSenior, Expert or higher

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.