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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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