Research Intern (Privacy-Preserving Machine Learning)
For: Sony AI
Location: Zurich, Switzerland
Sony AI is seeking research interns to join our Privacy-Preserving Machine Learning (PPML) team. Our team focuses on fundamental and applied research in CV privacy. Our research interns have an opportunity to conduct innovative research and apply their novel ideas to real-world AI applications (e.g., Imaging & Sensing) in Sony. This internship requires a minimum of 3-month duration. The ideal candidate should have an enthusiasm for breakthroughs in secure and privacy-preserving machine learning.
You will:
Conduct fundamental and innovative research in privacy and security related areas, including but not limited to data anonymization, differential privacy, adversarial training, machine unlearning, homomorphic encryption, federated learning, secure multi-party computation, training/inference on encrypted data, etc.
Identify new privacy-preserving and robust machine learning approaches in various CV applications, such as Image classification, object detection, pose detection, semantic image segmentation, etc.
Participant in security and privacy related projects to empower real-world AI applications in Sony, specifically Imaging & Sensing business.
Contribute to library and tool development to support research and business.
Write reports and give presentations for internal audiences.
Publish influential research outcomes in top-tier conferences and journals.
You will bring:
Currently has, or in the process of obtaining, a PhD degree in computer science or related field.
Publications or expertise in privacy and security, computer vision, tiny-device learning, adversarial learning, distributed/decentralized system design, communication efficiency, etc.
Ability to communicate research in a clear and precise manner.
Familiar with Python, C++, Pytorch, Tensorflow, etc.
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 Sony Swiss DNA.
Life at Sony AI:
Our work environment is diverse and motivated with an innovative open mindset. Sony 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 Sony universe and the opportunity to partner with Sony’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 Sony 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 Sony:
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 Sony’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:
Sony 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 Sony Europe
Sony 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.sony.com or by mail to: Sony 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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