Research Scientist at Zoom

Seattle, Washington, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Master's in Computer Science, Electrical Engineering or related fields with 5 years of experience
Knowledge in deep learning and hands-on programming skills in Python, shell scripts; familiarity with ML frameworks such as PyTorch and TensorFlow
Experience in speech recognition, speech processing, natural language processing or related fields in academic research or industry settings
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
Collaboration and communication skills

Responsibilities

Developing state-of-the-art ASR models on large-scale datasets for Zoom products
Devising novel techniques where off-the-shelf solutions are not available
Demonstrating technical judgment in the entire ASR development cycles, including data collection, model prototyping, training, optimization and evaluation
Collaborating with cross-functional teams, including products, science engineering teams, to deliver high-impact projects from the ground up
Mentoring and providing technical guidance to junior ASR team members

Skills

Python

PyTorch

TensorFlow

Deep Learning

Speech Recognition

ASR

Speech Processing

Natural Language Processing

Shell Scripts

End-to-End ASR

Language Modeling

Zoom

Video conferencing and online meeting solutions

About Zoom

Zoom provides video conferencing and online meeting solutions that allow users to conduct virtual meetings, webinars, and collaborative sessions. Its main product is video conferencing software, which enables high-quality video and audio communication, along with features like screen sharing, group messaging, and virtual backgrounds. Zoom also offers specialized products for larger events, such as Zoom Webinars and Zoom Events. The company operates on a freemium model, providing basic services for free while charging for advanced features through subscription plans tailored for various users, including businesses, educational institutions, and healthcare providers. Zoom stands out from competitors due to its user-friendly interface, reliable performance, and scalability for different needs, making it a vital tool for remote work, online education, telehealth, and social interactions.

San Jose, CaliforniaHeadquarters

2013Year Founded

$144.5MTotal Funding

IPOCompany Stage

Enterprise Software, Education, HealthcareIndustries

10,001+Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Hybrid Work Options

Flexible Work Hours

Stock Options

Company Equity

Paid Vacation

Paid Sick Leave

Risks

Increased competition from Microsoft Teams and Google Meet threatens Zoom's market share.

Privacy concerns and regulatory scrutiny could impact Zoom's operations and reputation.

Hybrid work models may reduce demand for virtual meetings, affecting Zoom's growth.

Differentiation

Zoom offers a user-friendly interface with reliable performance for virtual meetings.

The platform supports diverse needs, including remote work, education, and telehealth.

Zoom's freemium model attracts a wide range of users with scalable subscription options.

Upsides

Zoom integrates AI tools to enhance virtual meeting effectiveness and productivity.

The expansion of 5G networks improves Zoom's video conferencing quality and accessibility.

Zoom's secure, HIPAA-compliant solutions drive demand in the telehealth sector.

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