Temporal validation jobs

Machine Learning Engineer - Risk Scoring & Model Monitoring

Chiri · Posted Nov 6, 2026

Develop, evaluate, and maintain predictive models for a healthcare and pharmacy-finance platform.

Develop and evaluate models using XGBoost, LightGBM, and CatBoost for risk scoring, classification, and related decision support.
Compare ML performance against deterministic rules and historical benchmarks to establish whether predictive models deliver meaningful improvements.
Detect changes in input distributions, prediction behavior, and model accuracy, with alerts when performance falls below defined thresholds.
Build feedback loops incorporating newly available outcome data, with appropriate retraining and validation procedures.
Identify and prevent target leakage, temporal leakage, proxy leakage, and unintended bias in model features.