Deep Learning Researcher (Intern) 채용

Deep Learning Researcher (Intern) 채용

지원분야

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Deep Learning Researcher (Intern) 채용

업무내용

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.

We are making AI technology be around us at edge devices, attend and assist people and learn from interaction without many labels, together with other devices in a federated way. We are based in Seoul and work together with our other team members in San Diego, Amsterdam, and Beijing.

We are looking for deep-learning researchers interested in developing new theories and algorithms in the following areas:

• VoiceUI – speech recognition, speech synthesis, keyword spotting, speaker verification, emotion recognition

• Unsupervised / semi-supervised / self-supervised learning

• Federated learning

• Domain generalization / adaptation

• Multi-task learning / Continual learning

• Few-shot learning

• Representation learning

• Anomaly detection

• Multi-modal context-aware

• Dynamic networks

The developed theories and algorithms can be applied to computer vision, audio, and speech tasks such as image classification, image generation, video classification, audio scene detection/classification, automatic speech recognition, and speaker identification/verification. We are also developing algorithms to operate various tasks simultaneously at the edge devices with limited resources.

The research results can be published as conference papers.

The technologies to develop can be deployed on mobile device applications and has a great worldwide impact on the on-device learning algorithms using Qualcomm chips.

고용형태

인턴

지원 자격

직무관련

Minimum Qualifications

• Graduate school student

• Machine learning knowledge and experiences

• Recent deep learning research experiences

• Algorithm implementation experiences using Python with deep learning platforms, e.g., PyTorch, TensorFlow.

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