Research Intern - Vision Foundation Model & GenAI

Descrizione del lavoro:

(COMPANY NAME) AI is seeking research interns to join our Privacy-Preserving Machine Learning (PPML) team. Our team mainly focuses on fundamental and applied research, with a focus on building vision foundation models in a responsible manner. The role of a research intern is to conduct innovative research, develop methodologies, design and prototype solutions. You will work with a fast-growing team of world-class scientists and engineers to tackle the most challenging problems in foundation models and generative AI, including vision foundation model (VFM), knowledge transfer into VFM, data synthesis, federated learning, and model compression from VFM to small models on edge. You will see your ideas not only published in papers, but also improve the experience of millions of users of (COMPANY NAME).

Roles and Responsibilities:
* Conduct fundamental and innovative research in large vision foundation model, data synthesis, federated learning and knowledge distillation, including but not limited to architecture design and methodology design.
* Be self-motivated and capable of proposing and implementing innovative ideas.
* Deep understanding of large vision foundation model development and various CV applications, such as Image classification, object detection, pose detection, semantic image segmentation, etc.
* Write reports and give presentations to internal and external audiences.
* Contribute to library and tool development to support research and business.
* Publish influential research outcomes in top-tier conferences and journals.

Required Qualifications and Skills:
* Currently has, or is in the process of obtaining, a master/PhD degree in computer science or related field.
* Publications or expertise in computer vision applications (e.g., object detection, segmentation), vision and multi-modal foundation model, data synthesis, knowledge distillation, federated learning, etc.
* Ability to communicate research in a clear and precise manner.
* Excellent analytical and programming skills in large-scale deep learning.
* Familiar with Python, Pytorch, etc.
* Experience with research communities, including having published papers at conferences, e.g., CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, etc.
* Strong communication and presentation skills

Your new office:
Surrounded by Swiss Alps, the Schlieren office is at the doorstep of Zurich, which is consistently voted in top three best cities to live. The city benefits from a very rich ecosystem where prestigious universities, research institutes, companies and organizations collaborate for the development and design of next generation technologies. Our office is very well connected with public transports (train, tram, bus) and located in a very modern and bright building. We have several enjoyable break rooms as well as a terrace which we use for regular social team events or as a casual working area. Our team is unique and international, representing engineering and sales/marketing functions, which creates this unique and passionate (COMPANY NAME) Swiss DNA.

Life at (COMPANY NAME) Research:
Our work environment is diverse and motivated with an innovative open mindset. (COMPANY NAME) AI is committed to building a diverse team of people with different characters, stories and skillsets because we know this drives innovation and creativity. Our commitment to nurturing a friendly and supportive place of work where everyone has a sense of belonging and inclusion creates an atmosphere of learning and personal growth. We focus on achieving healthy work-life balance for our teams, supported by hybrid and flexible working.

You will work on exciting projects at the cutting edge of AI that are in the realms of entertainment or for the betterment of society, and you will have access to the most innovative technologies from across the (COMPANY NAME) universe and the opportunity to partner with (COMPANY NAME)'s leading companies.

When projects are finished, we publish our work, and all our contributors are recognised on research pieces, at top-tier conferences, and in journals. You will also have access to workshops and development programs to expand your knowledge and skills. We want you to drive your career, find your direction and take authorship of your personal story at (COMPANY NAME) AI, while enjoying the security and the resource-rich environment that comes with being part of a global corporation that has R&D in its DNA.

Bring your uniqueness to (COMPANY NAME):
We are passionate about creating a culture that promotes equity and cultivates inclusion, diversity, and belonging. We want employees with diverse backgrounds and perspectives that will stimulate innovation and have a direct impact on our creation of social value to fulfil (COMPANY NAME)'s purpose - 'to fill the world with emotion, through the power of creativity and technology'. We want you to bring your unique self to work and help shape our culture.

Equal Opportunity
(COMPANY NAME) Europe is an Equal Opportunity Employer. All qualified applicants will receive equal consideration for employment regardless of race, colour, religion, gender, citizenship, ancestry, age, physical or mental disability, sexual orientation, gender identity, medical condition, or any other protected characteristics.

Disability Accommodation for Applicants to (COMPANY NAME) Europe
(COMPANY NAME) Europe will provide reasonable accommodation for any qualified individuals with disabilities in the application process. For reasonable accommodation requests, please contact us by email at AccommodationRequest@eu.(COMPANY NAME).com or by mail to: (COMPANY NAME) Europe B.V, Human Resources Department, the Heights, Brooklands, Surrey, KT13 0XW, UK. When contacting us please indicate the position you are applying for, and the accommodation required.

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