Ml Developer (Ai)

TL;DR

ML Developer (AI): Developing and improving machine learning models for voice quality enhancement in Alice, focusing on noise and echo suppression algorithms. Focus on experimenting with architectures, data, and training schemes to optimize models for devices and user smartphones.

Location: No location specified.

Компания

Яндекс is working on voice quality enhancement in Alice.

Что делать

• Experiment with architectures, data, and training schemes to improve noise and echo suppression models.
• Accelerate models by selecting architecture and parameters, and optimize implementation.
• Develop metrics for sound quality on user devices.

Требования

• Experience in DL (e.g., with CV or NLP).
• Good knowledge of Python and basic skills in C++.
• Familiarity with PyTorch.

Хорошо, если есть

• Experience implementing neural networks in production, especially on user devices.
• Experience working with large amounts of data.
• Experience with classical digital signal processing.
• Advanced skills in C++.
• Familiarity with Yandex's internal infrastructure or cloud computing platforms (AWS, Azure, Google Cloud).
• Experience in web development.

Культура и преимущества

• Extended medical insurance from the first month at Yandex.
• Internal educational platform, mentorship, and programs for leaders.
• Participation in conferences.
• Sports halls in all major Yandex offices and discounts in fitness clubs.
• Flexible working hours.