Senior Data Engineer, Risk Modeling and Machine Learning

Job title:

Senior Data Engineer, Risk Modeling and Machine Learning

Company

Royal Bank of Canada

Job description

Job SummaryJob DescriptionWhat is the opportunity?RBC Group Risk Management, Risk Modeling and Machine Learning team is hiring a Senior Data Engineer. As a key member of the risk modeling team, you will be responsible for supporting model development and implementation activities in retail and small business Credit Risk. You will have the opportunity to elevate our model development practices and set the gold standard on model implementation on state-of-the-art distributed computing infrastructure.What will you do?Provide data and implementation support for predictive risk models that are utilized in credit decisions in Portfolio Management and Credit Strategies (adjudication, account management and collection).Optimize code run time to meet critical business SLA.Implement credit risk model and loan cash flow forecast to support various business activities (account acquisition and management, stress testing, PCL forecasting)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 pipelinesExplore 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.What do you need to succeed?Must-haveB.Sc. Degree or higher in Computer Science or Information Technology5+ years proven hands-on working experience in data engineering and/or software developmentExpert in data manipulation on large datasets with advanced programming/scripting skills (expert in Python and PySpark)Working knowledge of loan cash-flow and recursive risk predictionPractical experience in cloud computing/storage and ETLWorking knowledge with Source Code Management tools (GitHub)Exceptionally strong conceptual, analytical and problem-solving skills combined with strong written and verbal communication skills, especially in explanation of complex concepts to a non-technical audienceNice to haveKnowledge on containerization (Kubernetes/Docker/OpenShift) is an assetKnowledge on data access, data modeling, data architecture and data storage techniquesExperience in automation and scheduling of data pipeline for end-to-end modeling solutionsKnowledge of bank retail products and credit lending processes, experience with financial and credit bureau informationWhat’s in it for you?We thrive on the challenge to be our best, progressive thinking to keep growing, and working together to deliver trusted advice to help our clients thrive and communities prosper. We care about each other, reaching our potential, making a difference to our communities, and achieving success that is mutual.Comprehensive Total Rewards Program including bonuses and flexible benefits, and competitive compensationLeaders who support your development through coaching and managing opportunitiesAbility to make a difference and lasting impactWork in a dynamic, collaborative, progressive, and high-performing teamFlexible work/life balance optionsAccess to a variety of job opportunities across business and geographiesJob Skills Big Data Management, Cloud Computing, Cloud Development, Database Development, Data Engineering, Data Mining, Data Warehousing (DW), ETL Development, ETL Processing, GitHub, PySpark, Python (Programming Language), Quality Management, Requirements Analysis, Scripting, Waterfall Project ManagementAdditional Job DetailsAddress: RBC WATERPARK PLACE, 88 QUEENS QUAY W:TORONTOCity: TORONTOCountry: CanadaWork hours/week: 37.5Employment Type: Full timePlatform: GROUP RISK MANAGEMENTJob Type: RegularPay Type: SalariedPosted Date: 2024-09-28Application Deadline: 2024-10-12Inclusion and Equal Opportunity EmploymentAt RBC, we embrace diversity and inclusion for innovation and growth. We are committed to building inclusive teams and an equitable workplace for our employees to bring their true selves to work. We are taking actions to tackle issues of inequity and systemic bias to support our diverse talent, clients and communities.We also strive to provide an accessible candidate experience for our prospective employees with different abilities. Please let us know if you need any accommodations during the recruitment process.Join our Talent CommunityStay in-the-know about great career opportunities at RBC. Sign up and get customized info on our latest jobs, career tips and Recruitment events that matter to you.Expand your limits and create a new future together at RBC. Find out how we use our passion and drive to enhance the well-being of our clients and communities at .

Expected salary

Location

Toronto, ON

Job date

Sun, 29 Sep 2024 07:32:20 GMT

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