FuriaHubAbout the role
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