Bell Labs Internship on Composible Zero knowledge proofs for machine learning & data processing pipelines (PhD)
- Machine learning
- Other places
- 06/12/2024
- -
Location: Stuttgart, Germany
Duration: Flexible, typically 3-4 months
Starting Time: Flexible
At the cutting edge of decentralized applications, Zero Knowledge Proofs (ZKPs) serve as crucial components for ensuring scalability and privacy. This project at Nokia Bell Labs focuses on the development of efficient ZK proofs across comprehensive data processing pipelines, including machine learning tasks within text, image, and audio processing. The intern will investigate advanced ZK proof systems, optimize them for various processing tasks, and explore the integration of diverse proof systems into a cohesive framework. Your contributions could lead to publishing a significant academic paper.
The role requires a deep dive into various ZKP frameworks and proof systems, integrating multiple open-source projects to create a robust ZKP system optimized for edge computing in machine learning and data applications. You will develop a working prototype that encompasses these technologies.
Applicants should be enrolled in a Ph.D. program in Computer Science or Engineering, possess strong system-building skills, and have an interest in or experience with ZKP technology. An affinity for machine learning and proficiency in English are essential.
Nokia is dedicated to innovation and leadership across mobile, fixed, and cloud networks. Working with us impacts lives positively and contributes to a sustainable, productive, and inclusive globe. We value open-mindedness, the readiness to take risks, and encourage our team to bring authenticity to their work.
Nokia ensures a supportive environment that extends opportunities for continuous learning and physical as well as mental well-being. We offer access to employee resource groups and mentoring programs. Our teams are diverse, fostering an inclusive culture that empowers individuals to thrive.
Nokia is an equal opportunity employer dedicated to inclusion and recognized for its commitment to equality:
At Nokia, every hiring decision is based on merit, overlooking race, color, and other discriminative factors. We uphold a culture of respect and inclusion, integral to our core values.
Being part of Nokia not only helps you achieve career success but also contributes to technological advancements that shape the future. Apply now for the 'Bell Labs Internship on Composable Zero Knowledge Proofs for Machine Learning & Data Processing Pipelines' and be empowered to make a difference!