Senior ML Engineer - LLM Training & Serving

Навыки

• CI/CD
• Docker
• Дообучение моделей
• JSON
• Kubernetes
• LLM
• Инференс LLM

О компании и продукте

• Вакансия: Senior ML Engineer - LLM Training & Serving
• Локация: EU, Albania, Andorra, Bosnia and Herzegovina, the United Kingdom, Iceland, Liechtenstein, Moldova, Monaco, Montenegro, North Macedonia, Norway, San Marino, Serbia, Switzerland, Georgia, Armenia, Turkey, LATAM
• Compensation: from $5,000 month base
• Unimatch Lab is an AI-driven venture studio from Silicon Valley. We build a portfolio of AI products and our own ML stack - including local LLM clusters and in-house training and serving.

Задачи

• Fine-tune LLM/VLM models (LoRA/QLoRA, distillation) through production-ready weights
• Run eval as a release gate: field-level metrics, held-out sets, train/test leakage checks
• Own data workflows: teacher-labeling, versioned datasets, validated synthetic data
• Operate self-hosted inference under load: vLLM, batching, quantization, structured JSON outputs
• Keep the ML loop documented end to end so it is not tied to one engineer

Требования

• 5+ years delivering ML systems to production, including high-load AI
• You train model weights yourself - not only prompts or RAG integration
• Self-hosted LLM serving in production (vLLM or equivalent)
• Full cycle shipped: data -> fine-tune -> eval -> prod traffic
• Strong Python, Docker/Kubernetes, CI/CD
• in-house ML only for sensitive data
• If this matches your skills and mindset - apply via https://telegram.me/Unimatch_work

Условия

• Формат: #remote

Паспорт вакансии

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