MLOpsエンジニア（与信領域）
Core
Build and operate production-grade MLOps pipelines and data infrastructure for credit risk scoring and decision-making in the fintech sector.
Role type
Senior MLOps Engineer (Credit Risk)
Builds
Credit scoring models, inference pipelines, and automated retraining systems for PayPay Card's lending platform.
Domain
Fintech / Credit Risk / Machine Learning Operations
Deliverable
production ML models
Required skills
Data engineering, Python, SQL, GCP (BigQuery), MLOps, model deployment, pipeline automation
Preferred skills
AutoML tools (DataRobot), financial systems development, project management, stakeholder presentation
Technologies
GCP, BigQuery, DataRobot, Vertex AI, Sagemaker
Responsibilities
Design and build data pipelines in DWH, deploy ML models to production, monitor model accuracy, automate retraining, collaborate with data scientists on requirements and validation.
Seniority
Senior, hands-on IC