Senior Machine Learning Engineer
Core
Develop and maintain scalable production ML pipelines for feature engineering, model training, validation, and deployment to support credit underwriting.
Role type
Senior Machine Learning Engineer (Production/MLOps)
Builds
Production ML models and rule-based decision systems for credit underwriting
Domain
Fintech / Credit Underwriting
Deliverable
production ML models
Required skills
Python, Java, MLOps, Big Data pipelines, Software Engineering, Data Engineering, Statistics, Machine Learning techniques
Preferred skills
Underwriting models experience, Machine learning feature store experience
Technologies
PySpark, Trino SQL, TensorFlow, PyTorch, XGBoost, LightGBM, Pandas, MLflow, Kubernetes, Docker, Airflow, Argo Workflows, Prometheus, Grafana
Responsibilities
Design and operate ML models, resolve training/inference bottlenecks, integrate ML solutions into products, lead projects from ideation to deployment
Seniority
Senior, hands-on IC
