Data & Machine Learning Engineer
Core
Design, build, and maintain production-grade data products and ML services that power real-time credit and fraud decisions for SMEs.
Role type
Senior Data & Machine Learning Engineer (Production)
Builds
Production ML pipelines, internal APIs for credit scoring/risk signals, and scalable data services for credit products.
Domain
Fintech / Working Capital / Credit Risk
Deliverable
production ML models
Required skills
Python, FastAPI, SQL, AWS, Docker, Airflow, MLflow, CI/CD, Database Schema Design
Preferred skills
Finance domain knowledge, Micro-credit/Supply chain finance experience
Technologies
AWS (S3, RDS, EC2, Lambda), Docker, Airflow, MLflow, FastAPI, SQLAlchemy, Pydantic
Responsibilities
Productionize credit risk and fraud models; Build internal APIs for credit scoring and risk signals; Design and maintain database schemas for credit products; Implement end-to-end data pipelines for new products; Ensure deployed models meet performance and latency standards; Containerize and deploy services on AWS.
Seniority
Senior, hands-on IC
