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Research Intern – Multimodal Foundation Model for Vision

SSonyUnited States🇺🇸

Detalles del empleo
Salario
104,000 – 104,000
Remoto
Remoto
Habilidades
Research-InternMachine-Learning-ResearcherComputer-Vision-EngineerAI-ResearcherDeep-Learning-Engineer
Descripción

Sony Corporation of America, located in New York, NY, is the U.S. headquarters of Sony Group Corporation, based in Tokyo, Japan. Sony's principal U.S. businesses include Sony Electronics Inc., Sony Interactive Entertainment LLC, Sony Music Entertainment, Sony Music Publishing and Sony Pictures Entertainment Inc. With some 900 million Sony devices in hands and homes worldwide today, a vast array of Sony movies, television shows and music, and the PlayStation Network, Sony creates and delivers more entertainment experiences to more people than anyone else on earth. To learn more: www.sony.com/en.

Research Intern –MultimodalFoundation Modelfor Vision

Sony AI is seeking research interns to joinus. Our teammainly focuseson fundamental and applied research, with a focus on buildingnext-generationfoundation modelsforvisionin a responsible manner. The role of a research intern is to developefficient and effectivemethodologiesand prototype solutions. You will work with aproductiveteam of world-class scientists and engineers to tackle the most challenging problems in foundation models and generative AI, includinglow-cost yetpowerfulvision foundation models(VFM), vision-languagemodels(VLM),unified models,automaticmodel compression, optimization anddeployementoncloud andedge. You will see your ideas not only published inpapers, butalso improve the experience ofbillionsofcustomers.

Roles and Responsibilities

  • Conduct fundamental and innovativedevelopmentinlow-cost yetpowerfulvision-languagemodels(VLM),unified models,automaticmodel compression, optimization anddeployementoncloud andedge.

  • Design or implementstate-of-the-arttechs onmodel compression, inference speedup,deployementonharwares, tool automation.

  • PoC forvariousvision+text,generationrelevanttasks(VQA, captioning,understanding,etc) andhardwares.

  • Contribute to library and tool development to support business; orPublishinfluential research in top-tier conferences and journals.

Required Qualifications and Skills

  • Currentlyhas, or isin the process of obtaining, a master/PhD degree in computer science or related field.

  • Beveryself-motivated and capable of proposing and implementing innovative ideas.

  • Solidpresentationand communication skills to internal and external audiences.

  • Publications orexpertiseincompact foundation modeldevelopment anddeployment.Influential open-source projects orpaperpublicationattopconferences, e.g., CVPR, ICCV, ECCV,NeurIPS, ICML,ACL,etc.

  • Better to have front-end development experience.

  • Solid coding skills inPython,Pytorch, etc.

Working Location

Location flexible (Tokyo,Europe ,US)

The target hourly rate for this internship is $50.00per hour. The individual will be paid hourly and eligible for overtime.

All qualified applicants will receive consideration for employment without regard to any basis protected by applicable federal, state, or local law, ordinance, or regulation.

Disability Accommodation for Applicants to Sony Corporation of America

Sony Corporation of America provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in job application procedures. For reasonable accommodation requests, please contact us by email at [email protected] or by mail to: Sony Corporation of America, Human Resources Department, 25 Madison Avenue, New York, NY 10010. Please indicate the position you are applying for.

We are aware that unauthorized individuals or organizations may attempt to solicit personal information or payments from job applicants by impersonating our company through fraudulent job postings. We take these matters seriously but cannot control third-party websites. To protect your personal information, please verify that any job posting you respond to also appears on our official Careers page: www.sonyjobs.com. Please also be advised that we never request personal identifying information (such as Social Security numbers, bank details, or copies of identification documents) during the initial stages of our application process. If you have any doubts about the authenticity of a job posting or communication, please contact [email protected] before submitting any information.

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Publicada hace 20550 días (anuncio antiguo)
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20589 días
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Apr 28
Última vez
Apr 28
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