Machine Learning Engineer – Voice AI, Generative Music
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Job Description
Applied ML Engineer building voice-cloning, text-to-speech, and Spanish lyrics-generation systems. Deploying production AI models for an AI-native music label.
Responsibilities:
- Own the end-to-end machine-learning workflow from audio data preparation and training experiments through optimized inference and production deployment
- Fine-tune and improve a singing-voice conversion and cloning model to achieve at least 90% fidelity in blind listening tests
- Reproduce expressive vocal characteristics including vibrato, falsetto, dynamics, spoken delivery, and sung delivery
- Evaluate dataset expansion, alternative base models, and enterprise APIs with no-training guarantees
- Own an existing Chatterbox Multilingual LoRA fine-tune for a Spanish-speaking voice
- Ensure accurate Mexican-accent reproduction and pronunciation of J, Ñ, and X
- Containerize and deploy the text-to-speech model as a serverless inference endpoint using RunPod or a similar platform
- Integrate the inference endpoint with the existing web platform through an API
- Train a second text-to-speech version using clean studio recordings to improve output stability
- Develop a proprietary Spanish-language lyrics-generation model using an open-weight LLM, LoRA fine-tuning, DPO, and RAG
- Establish evaluation criteria and organize quality assessment with native Spanish speakers
- Integrate the completed lyrics model into the existing frontend
Requirements:
- 3+ years of experience training and deploying deep learning models in production, preferably within audio or NLP
- Hands-on experience in at least two of: Voice cloning or Singing Voice Conversion (SVC); Text-to-Speech model fine-tuning; LLM fine-tuning using LoRA, DPO, and RAG
- Strong proficiency in PyTorch
- Practical experience with GPU cloud infrastructure such as RunPod or AWS, Docker, and serverless inference
- Evidence-based model evaluation, including benchmarks, ablation studies, and blind testing
- Native or strong professional proficiency in Spanish, required for lyrics evaluation and voice quality assurance
- Nice to have: music background or experience with stems, MIDI, and DAWs
- Nice to have: experience with ACE Studio, ACE-Step, RVC, so-vits-svc, or similar singing-voice synthesis technologies
- Nice to have: experience with licensed celebrity or artist voices and consent-based voice AI
Benefits:
- Security through client vetting to minimize risks and ensure reliability and timely payments
- Career support and help finding new opportunities if a project is not the right fit
- Legal assistance with independent contractor or sole proprietorship status, taxes, and related processes
- English courses
- Professional growth opportunities
- Team-building events
- Flexible working hours
- 29 days of PTO (18 working days per year plus all national holidays)
- 10 paid recovery days
- Full financial and legal support for independent contractors
- Free English classes with native speakers or Ukrainian teachers
- Dedicated HR support
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