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