Senior ML Engineer - LLM Training & Serving

Описание вакансии

Вакансия: Senior ML Engineer - LLM Training & Serving

Компания: Unimatch Lab

Формат: #remote

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

Уровень: Senior

Compensation: from $5,000 month base

Unimatch Labis 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.

We are hiring a Senior ML Engineer who owns the full in-house loop: data, fine-tuning, evaluation, and self-hosted production - not prompt-only work or third-party LLM APIs. Personal and sensitive data stay on-premises.

Full job description

What you'll do:

- 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

Who we're looking for

- 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 Откликнуться

#AI #ML #LLM #MLOps #Remote #Hiring