ML Engineer/Researcher

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

Lead research to improve the song and audio quality of generative music models. Work on cutting-edge architectures for diffusion models, GANs, and language models, while productizing research results for real use. You’ll build and iterate with PyTorch-based distributed training at H100-scale and collaborate across ML and engineering, including JavaScript/React/NextJS product components. Audio modeling and music production experience are a major plus.

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FursaFursa
Sonauto
Sonauto
1 year ago

ML Engineer/Researcher

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Lead research to improve the song and audio quality of generative music models. Work on cutting-edge architectures for diffusion models, GANs, and language models, while productizing research results for real use. You’ll build and iterate with PyTorch-based distributed training at H100-scale and collaborate across ML and engineering, including JavaScript/React/NextJS product components. Audio modeling and music production experience are a major plus.
Location: San Francisco
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Lead research efforts to improve the song and audio quality of generative music models.
  • •Develop and improve generative model architectures across diffusion models, GANs, language models, and related approaches.
  • •Productize research results into usable systems.
  • •Work on distributed training at large scale (hundreds of H100s) using PyTorch.
  • •Collaborate on integration and development with JavaScript/React/NextJS components.

Pay and Benefits

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

Key Requirements

  • •Extensive experience training generative models in PyTorch, including diffusion models, GANs, and language models (open-source contributions count).
  • •Experience with JavaScript and backend development, including React/NextJS frontend involvement.
  • •Experience with audio models is a huge plus.
  • •Be an audiophile and/or have music production experience to support detailed evaluation and iteration.
Tech Stack:PyTorchTorchPythonJavaScriptTypeScriptReactNextJSDistributed trainingDiffusion modelsGANsLanguage modelsH100

Eligibility

Nationality:US National
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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