fokcus

Senior ML Engineer - LLM Training & Serving

Unimatch Lab · EU, Albania, Andorra, Bosnia and Herzegovina, United Kingdom, Iceland, Liechtenstein, Moldova, Monaco, Montenegro, North Macedonia, Norway, San Marino, Serbia, Switzerland, Georgia, Armenia, Turkey, LATAM · удалённо

senior
Свежая вакансия Появилась 17 дн назад

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. 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 https://telegram.me/Unimatch_work

Навыки

LLMVLMLoRAQLoRAdistillationPythonDockerKubernetesCI/CDvLLM
Показать как в источнике 
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 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.
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 https://telegram.me/Unimatch_work

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