fokcus

Senior ML Engineer

Rette · Almaty · удалённо

senior
Уже не новая Висит 2 мес назад. Часто такие уже закрыли, но объявление не сняли

Senior ML Engineer Rette 1500 to 3000 usd NET per month Almaty / Remote

Participating in the Mayo Clinic Accelerate Program Healthcare AI startup focused on extracting clinical features from medical records

Responsibilities

  • Deploy offline extraction LLM (open-weight, vLLM/llama.cpp)
  • Train supervised audit models on clinical data
  • Build evaluation harness and fairness slicing pipeline
  • Prepare explainability artifacts (SHAP, model cards)

Requirements

  • 5+ years ML engineering
  • Python
  • Supervised tabular ML: LightGBM, XGBoost, scikit-learn
  • Deployment of open-weight LLM: vLLM/llama.cpp, quantization (GGUF/AWQ/GPTQ)
  • Experience in regulated/air-gapped environments
  • Evaluation rigor: stratified hold-outs, bootstrap CIs, SHAP

Optional

  • Knowledge of clinical NLP
  • US ICD-10/CPT
  • Fairlearn/AIF360

Contacts

gulnaz@rette.ai

Навыки

PythonLightGBMXGBoostscikit-learnvLLMllama.cppGGUFAWQGPTQSHAPFairlearnAIF360
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Senior ML Engineer
Rette
1500 to 3000 usd NET per month
Almaty / Remote

Participating in the Mayo Clinic Accelerate Program
Healthcare AI startup focused on extracting clinical features from medical records

Responsibilities:
• Deploy offline extraction LLM (open-weight, vLLM/llama.cpp)
• Train supervised audit models on clinical data
• Build evaluation harness and fairness slicing pipeline
• Prepare explainability artifacts (SHAP, model cards)

Requirements:
• 5+ years ML engineering
• Python
• Supervised tabular ML: LightGBM, XGBoost, scikit-learn
• Deployment of open-weight LLM: vLLM/llama.cpp, quantization (GGUF/AWQ/GPTQ)
• Experience in regulated/air-gapped environments
• Evaluation rigor: stratified hold-outs, bootstrap CIs, SHAP

Optional:
• Knowledge of clinical NLP
• US ICD-10/CPT
• Fairlearn/AIF360

Contacts:
📧 gulnaz@rette.ai
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