Senior Data Engineer for Risk Modeling and Machine Learning
1 month ago
We are seeking a highly skilled Senior Data Engineer to join our Risk Modeling and Machine Learning team. As a key member of the team, you will be responsible for supporting model development and implementation activities in retail and small business Credit Risk.
Key Responsibilities:- Provide data and implementation support for predictive risk models that are utilized in credit decisions in Portfolio Management and Credit Strategies.
- Optimize code run time to meet critical business SLA.
- Implement credit risk model and loan cash flow forecast to support various business activities.
- Extract, clean, analyze and preprocess data from various sources to ensure quality and integrity of the data for use in model development.
- Work closely with modelers/data scientists to support their data transformation, analyses, and model coding activities.
- Execute implementation of complex algorithms in production environment.
- Troubleshoot and resolve production issues related with data pipelines.
- Explore and leverage best practices in model development pipeline and model implementation.
- Make decisions on technical details around the ETL and preprocessing solutions, and deployment of models.
- Bachelor's Degree or higher in Computer Science or Information Technology.
- 5+ years proven hands-on working experience in data engineering and/or software development.
- Expert in data manipulation on large datasets with advanced programming/scripting skills.
- Working knowledge of loan cash-flow and recursive risk prediction.
- Practical experience in cloud computing/storage and ETL.
- Working knowledge with Source Code Management tools.
- Exceptionally strong conceptual, analytical and problem-solving skills combined with strong written and verbal communication skills.
- Knowledge on containerization is an asset.
- Knowledge on data access, data modeling, data architecture and data storage techniques.
- Experience in automation and scheduling of data pipeline for end-to-end modeling solutions.
- Knowledge of bank retail products and credit lending processes.
- Comprehensive Total Rewards Program including bonuses and flexible benefits.
- Leaders who support your development through coaching and managing opportunities.
- Ability to make a difference and lasting impact.
- Work in a dynamic, collaborative, progressive, and high-performing team.
- Flexible work/life balance options.
- Access to a variety of job opportunities across business and geographies.
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Toronto, Ontario, Canada Royal Bank of Canada Full timeJob SummaryRBC Group Risk Management is seeking a Senior Data Engineer to join its Risk Modeling and Machine Learning team. As a key member of the team, you will be responsible for supporting model development and implementation activities in retail and small business banking.Key ResponsibilitiesSupport model development and implementation activities in...
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Toronto, Ontario, Canada Royal Bank of Canada Full timeJob SummaryRBC Group Risk Management is seeking a Senior Data Engineer to join its Risk Modeling and Machine Learning team. As a key member of the team, you will be responsible for supporting model development and implementation activities in retail and small business banking.Key ResponsibilitiesSupport model development and implementation activities in...
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