Machine Learning Researcher
ElevenLabsSalary not specified
Full Time
Mid-level (3 to 4 years), Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Technology, TelecommunicationsIndustries
Requirements
- Hold a PhD or equivalent experience in a relevant field in Streaming, Voice Conversion, TTS, or ASR
- Show proficiency in deep learning frameworks like PyTorch or TensorFlow
- Demonstrate effective programming skills in Python, C/C++, or similar languages
- Have an understanding of sequence modeling architectures (Transformers, RNNs, diffusion models, or conformers)
- Demonstrate experience developing and deploying low-latency, real-time speech or audio models with streaming architectures and optimized pipelines
- Show familiarity with model compression and acceleration techniques, including quantization, pruning, and distillation
- Exhibit experience working with real-time audio systems in networked communication environments
- Publish in top-tier conferences such as ICASSP, INTERSPEECH, NeurIPS, and ICLR
- Must be fluent in Mandarin
Responsibilities
- Researching, designing, and developing algorithms for accent conversion, voice conversion, speech synthesis, and automatic speech recognition, focusing on low-latency streaming architectures
- Prototyping end-to-end audio models that enhance intelligibility and naturalness while preserving speaker identity and expressiveness
- Collaborating closely with product and platform teams to integrate models into real-time video and audio communication systems
- Analyzing and optimizing model performance across speech quality, latency, robustness, and scalability dimensions
- Staying current with the latest developments in speech processing research, and contribute to the community through patents, and internal knowledge sharing
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What is the salary range for the Audio AI Engineer position?
The salary range is a minimum of $127,700.00 and a maximum of $255,400.00, with starting pay based on qualifications, experience, and location.
Is this a remote position or are there location requirements?
This information is not specified in the job description.
What skills and qualifications are required for this role?
Candidates need a PhD or equivalent in relevant fields like Streaming, Voice Conversion, TTS, or ASR, proficiency in PyTorch or TensorFlow, programming skills in Python, C/C++, understanding of sequence modeling architectures, experience with low-latency real-time speech models, model compression techniques, real-time audio systems, and publications in top conferences.
What is the team structure like for the Audio team at Zoom?
The Audio team develops real-time audio features based on AI algorithms, with members spread worldwide including the U.S., China, and Singapore.
What makes a strong candidate for this Audio AI Engineer role?
Strong candidates hold a PhD or equivalent in relevant speech AI fields, have hands-on experience with low-latency streaming models for voice conversion, TTS, or ASR, proficiency in deep learning frameworks and programming, plus a track record of publications in top conferences and familiarity with real-time systems.
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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