34 applicants

Company

Zoom · 1 day ago

Research Scientist - Speech

Seattle, WA

Full-time

Remote

Senior Level

$175K/yr - $382K/yr

5+ years exp

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CollaborationInformation Technology

H1B Sponsor Likely

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Responsibilities

Develop state-of-the-art automatic speech recognition models on large-scale datasets for Zoom products.

Collaborate with cross-functional teams, including products and science engineering teams, to deliver high-impact projects from the ground up.

Develop novel automatic speech recognition (ASR) solutions to deliver a unique AI-powered collaboration platform.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Computer ScienceDeep learningPythonML frameworksSpeech recognitionSpeech processingNatural language processingASR architecturesLanguage modelingDecoding algorithmsOn-device ASR modelsAdaptationSemi-/self-supervised learningMultilingual ASRRobust ASRLLM-integrative ASRKaldi/k2ESPNetNeMoTorchAudioLarge scale data processingModel trainingCollaboration skills

Required

Possess a PhD in Computer Science, Electrical Engineering or related fields with 5 years of experience.

Display knowledge in deep learning and hands-on programming skills in Python, shell scripts; familiarity with ML frameworks such as PyTorch and TensorFlow.

Demonstrate experience in speech recognition, speech processing, natural language processing or related fields in academic research or industry settings.

Have domain expertise in speech recognition topics: modern end-to-end ASR architectures, language modeling, decoding algorithms, on-device ASR models, personalization and adaptation, semi-/self-supervised learning, multilingual and robust ASR, LLM-integrative ASR.

Experience with speech recognition toolkits and libraries such as Kaldi/k2, ESPNet, NeMo, or TorchAudio.

Experience with large scale data processing and model training.

Demonstrate collaboration and communication skills.

Benefits

A variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways.

Company

Zoom

Zoom is a software company that offers a communications platform that connects people through video, voice, chat, and content sharing.

Founded in 2011

San Jose, California, USA

5001-10000 employees

http://zoom.us

H1B Sponsorship

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