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Описание вакансии
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:
📧
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:
📧
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