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Sr. Applied Machine Learning Researcher
@Splice
[Hiring] Sr. Applied Machine Learning Researcher @Splice
Apr 01, 2025 - Splice is hiring a remote Sr. Applied Machine Learning Researcher. đź’¸ Salary: $170,734 - $213,418. đź“ŤLocation: USA.
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Role Description
We are seeking an exceptional Applied Researcher with experience in Generative models for audio using Latent Diffusion, as well as symbolic music generation techniques based on Transformer architectures. The ideal candidate will bring a research-focused mindset with practical application skills, translating state-of-the-art techniques to novel, usable and performant designs and solutions.
- Conduct literature research and experimentation in the field of ML-based generative audio using Latent Diffusion and symbolic music generation using Transformer-based architectures.
- Collaborate with our ML Engineers to design performant model architectures for efficient ML-based audio synthesis and symbolic music generation.
- Explore, adapt and implement core building blocks for generative models, such as general Variational Autoencoders (VAEs), Neural Audio Codecs (RVQ / VAE), GANs, Diffusion Models, and Transformer-based architectures.
- Develop proof-of-concept prototypes to showcase and validate capabilities and use cases using generative audio/symbolic models.
- Engage with academic and open source communities to stay up to date with the latest developments in the space.
- Document research findings, methodologies, and best practices.
Qualifications
- Ph.D. or Master's degree in Electrical Engineering, Computer Science or related Engineering discipline.
- Background or proven experience in Digital Signal Processing.
- Proven experience (2+ years) in an Applied Research role focused on Latent Diffusion based generative models for audio and/or symbolic music generation using Transformer-based architectures.
- Proficiency in Python and deep learning frameworks (e.g., TensorFlow, PyTorch).
- Familiarity with software development best practices and version control systems (e.g., Git).
- Strong communication and collaboration skills, with the ability to work cross-functionally with stakeholders in Engineering, Product and Design.
Requirements
- A relevant portfolio of research projects, publications, or open-source contributions related to generative audio.
- Prior experience in machine learning model optimization.
- Background or knowledge in music production.
Benefits
- Competitive pay with annual reviews and equity opportunities.
- Unlimited PTO to recharge and thrive.
- Comprehensive medical, dental, and vision coverage for you and your dependents.
- 401(k) plan with immediate vesting and company match.
- 12 weeks of fully paid parental leave for non-birthing parents, and 18-20 weeks for birthing parents.
- Work remotely or connect at our office hubs and creative spaces worldwide.
- Annual learning budget, leadership programs, and team ambassador opportunities.
- Inclusive events, team meet-ups, and vibrant Employee Resource Groups.
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| đź“Ť | Be aware of the location restriction for this remote position: USA |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
Software Development
Software Development
|
Salary
đź’¸
$170,734 - $213,418
|
Remote
Location
USA
|
|
Job Type
full-time
|
Posted
Apr 01, 2025
|
️
| đź“Ť | Be aware of the location restriction for this remote position: USA |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
