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
LightGBM
llama.cpp
Python (computer programming)
scikit-learn
SHAP
vLLM
XGBoost
Домены
AI
Healthcare
ML
ИИ навыки
bootstrap confidence intervals
clinical NLP
CPT
evaluation harness
fairness slicing
ICD-10
Large language models
LightGBM
llama.cpp
Machine Learning
model cards
Python (computer programming)
quantization
scikit-learn
ИИ домены
Air-gapped systems
Artificial Intelligence
Healthcare
Medical informatics
Regulated environment
* Домены определены автоматически с помощью нейросети