Machine Learning Engineer – Voice AI, Generative Music
Posted 2ds ago
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Job Description
Part-time ML Engineer building voice cloning, Spanish TTS, and lyrics-generation systems. Deploying production AI models for an AI-native Mexican music label.
Responsibilities:
- Fine-tune and improve a singing-voice conversion and cloning model to achieve at least 90% quality in blind listening tests
- Reproduce expressive vocal characteristics including vibrato, falsetto, dynamics, and spoken and sung delivery
- Evaluate training dataset expansion, alternative base models, and enterprise APIs with no-training guarantees
- Own and improve a Spanish-speaking Chatterbox Multilingual LoRA fine-tune
- Ensure accurate Mexican accent reproduction and pronunciation of J, Ñ, and X
- Containerize the text-to-speech model and deploy it 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
- 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
- Experience with 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: singing-voice synthesis experience with ACE Studio, ACE-Step, RVC, so-vits-svc, or similar technologies
- Nice to have: experience working with licensed celebrity or artist voices and consent-based voice AI
Benefits:
- Security through client vetting to minimize risks and ensure reliable, 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



















