המקום בו המומחים והחברות הטובות ביותר נפגשים
Apple Multimodal Generative Modeling Research Engineer - SIML ISE United States, California, Cupertino 956135830
18.07.2024
Description
We are looking for a candidate with a proven track record in applied ML research. Responsibilities in the role will include training large scale multimodal (2D/3D vision-language) models on distributed backends, deployment of compact neural architectures efficiently on device, address growing set of safety challenges to make the model robust and aligned with human values. Ensuring quality in the wild, with an emphasis on model safety, fairness and robustness would constitute a meaningful part of the role. You will be interacting very closely with a variety of ML researchers, software engineers, hardware and design teams cross functionally. The primary responsibilities of the role would center on enriching multimodal capabilities of large language models. The user experience initiative would focus on aligning image/video content to the space of LMs for visual actions & multi-turn interactions.
Key Qualifications
- 3+ years of expertise within ML and Generative Modeling fundamentals
- Experience adapting pre-trained Vision/Language models for downstream tasks & human alignment
- Modeling experience at the intersection of NLP and vision
- Familiarity with distributed training
- Proficiency in using ML toolkits, e.g., PyTorch
- You're aware of the challenges associated to the transition of a prototype into a final product
- Proven record of research innovation and demonstrated leadership in both applied research and development
Education & Experience
M.S. or PhD in Electrical Engineering, Computer Science or a related field (mathematics, physics or computer engineering), with a focus on NLP, computer vision and/or machine learning; or comparable professional experience.
Pay & Benefits
- At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $175,800 and $264,200, and your base pay will depend on your skills, qualifications, experience, and location.Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
משרות נוספות שיכולות לעניין אותך
