Intern- AI Model Efficiency (Quantization) Researcher Full-time

Company:
Qualcomm Korea YH

Job Area:
Interns Group, Interns Group > Interim Engineering Intern – SW

Qualcomm Overview:

Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age – and this is where you come in.

General Summary:

We are developing AI technology to be seamlessly integrated into edge devices, enabling them to attend to and assist people while learning from interactions. Our team is based in Seoul and collaborates closely with members from San Diego, Amsterdam, Beijing, and other locations worldwide.

We are looking for the deep-learning researchers and engineers interested in developing new theories, algorithms, and systems on the following areas:
• Quantization
• Model efficiency
• Speech recognition/Speaker recognition
• Speech generation
• Multi-modal context aware
• Anomaly detection
• Life-long learning
• Few-shot learning
• Unsupervised / semi-supervised / self-supervised learning
• Federated learning
• Meta-Learning: few-shot learning
• Domain adaptation / knowledge transfer
• Deep generative models
• Representation learning
• Adversarial attacks, examples

Minimum Qualifications
• Python Programming
• Deep learning with hands-on experience of deep learning tools, e.g. PyTorch
• Basic knowledge and development experience on machine learning and signal processing

Applicants: Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail myhr.support@qualcomm.com or call Qualcomm’s toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities.

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

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If you would like more information about this role, please contact Qualcomm Careers.