drjobs Senior Visual Generative Modeling Research Engineer, SIML

Senior Visual Generative Modeling Research Engineer, SIML

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1 Vacancy
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Job Location drjobs

Cupertino, CA - USA

Monthly Salary drjobs

USD 181100 - 318400

Vacancy

1 Vacancy

Job Description

We are looking for a candidate with a consistent track record in applied ML research. Responsibilities in the role will include training large scale conditional generative models in the visual domain on distributed backends deployment of compact neural architectures such as transformers efficiently on device and learning adaptive policies that can be personalized to the user in a privacy preserving manner. Ensuring quality in the field with an emphasis on fairness and model robustness would constitute an important part of the role. You will be interacting very closely with a variety of ML researchers software engineers hardware & design teams cross functionally. The primary responsibilities associated with this position range from algorithm design and implementation ability to integrate research into production frameworks and collaborating closely with product teams before and after feature launch. Your Primary Responsibilities Will Include: - Designing implementing and deploying state-of-the-art conditional visual generative models. - Directly interacting with all multi-functional stakeholders to gather product requirements and translating these into actionable plans for ML research and development. - Effectively communicating results and insights gained to partners and senior leaders providing clear and actionable recommendations. - Staying abreast with the latest trends technologies and best practices in machine learning visual generative models multi-modal foundation models computer vision and natural language understanding. - Actively contributing to ML community at the company by disseminating research ideas and results enhancing shared infrastructure and mentoring fellow practitioners.


  • Masters or Ph.D. in Computer Science or Computer Engineering; similarly related fields or comparable professional experience.
  • 5 years of proven hands on experience training large scale visual generative models (e.g. diffusion models) and/or adapting pre-trained models for downstream tasks.
  • Strong programing skills in Python and C.
  • Proficiency in toolkits like Pytorch or equivalent deep learning frameworks.


  • Proven background in research and innovation demonstrated through publications in top-tier journals or conferences patents or impactful industry experience.
  • Experience in addressing challenges associated with the transition of a prototype into a shipping product.
  • Familiarity with challenges of developing algorithms that run efficiently on resource constrained platforms.
  • Proven leadership in both applied research and development.
  • Excellent written and verbal communications skills be comfortable presenting research to large audiences and have the ability to work hands-on in multi-functional teams.

Required Experience:

Senior IC

Employment Type

Full Time

Company Industry

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