ML Engineer/Researcher

Sonauto
San Francisco
Workplace: OnsiteFull timeUSD 120,000 - 230,000 annuallyFunction: Data Science & Machine LearningSkills: ["Communication","Collaboration","Problem-solving"]

Lead research efforts to improve song and audio quality for generative music models, and productize the results. Work with PyTorch on distributed training across diffusion models, GANs, and language models, while coordinating with frontend (React/NextJS) and backend development. Strong focus on audio models, taking research into production with scalable infrastructure.

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FursaFursa
Sonauto
Sonauto
1 year ago

ML Engineer/Researcher

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Source: Company careers pageValidated by: Fursa AI
Last checked: 17 hours agoStatus: Live

Job Summary

Lead research efforts to improve song and audio quality for generative music models, and productize the results. Work with PyTorch on distributed training across diffusion models, GANs, and language models, while coordinating with frontend (React/NextJS) and backend development. Strong focus on audio models, taking research into production with scalable infrastructure.
Location: San Francisco
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Entry level

Key Responsibilities

  • •Lead research efforts to improve song and audio quality of generative music models and productize results.
  • •Oversee distributed training at scale (hundreds of H100s) on diffusion models, GANs, and language models written in PyTorch.
  • •Collaborate with frontend and backend teams (React/NextJS) to integrate research outcomes into product features.
  • •Evaluate and iterate on new generative architectures and audio-focused models.
  • •Engage with open-source communities and projects to advance research and adoption.

Pay and Benefits

Salary: USD 120,000 - 230,000 annually
Equity and Bonus:Equity

Key Requirements

  • •Extensive experience with PyTorch training of generative models (diffusion models, GANs, language models)
  • •Experience with JavaScript/TypeScript frontend (React/NextJS) and backend development
  • •Experience with audio models is a huge plus
  • •Audiophile and/or music production experience is a huge plus
  • •Proven ability to lead research efforts and productize results
Experience:Machine learningAIMusic tech
Skills:CommunicationCollaborationProblem-solving
Tech Stack:PythonPyTorchJavaScriptTypeScriptReactNextJSDiffusion modelsGANsLanguage models

Eligibility

Work Authorization:Authorization required. Sponsorship not provided.

Company Brief

Sonauto
Develops AI-driven software and perception systems for autonomous and assisted driving, providing vehicle-level intelligence for navigation, sensor fusion, and decision-making to enable safer, more reliable automated mobility solutions.
Industry: Autonomous Vehicles
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