Data Scientist Specialist
Mindlance
Position Summary: Title: Data Scientist Specialist
Duration: 6 Months - Potential Contract to hire
Location: McLean, VA 22102 Full Onsite: M-F Must Have Qualifications:
10+ years of experience with modelling- with at least 3-5 years of experience model testing and model development.
Candidate must have a quantitative degree- master's degree required but Doctorate is preferred. Position Overview:
Client is seeking a Quantitative Analytics Tech Lead to join the Models & Analytics group to develop and enhance mortgage prepayment, default and severity models for portfolio management . The team is responsible for developing models and conducting quantitative analysis to support valuation and hedging of mortgage products. Our Impact:
The Modeling and Analytics group in Investments and Capital Markets division develops financial and statistical models that are used for valuation and risk analytics purposes. Your Impact:
The successful candidate will contribute to the development of mortgage valuation model and conduct portfolio analysis to support trading and hedging activities. Your Work Falls Into Four Primary Categories: Model Development and Research
Keys to Success in this Role:
Duration: 6 Months - Potential Contract to hire
Location: McLean, VA 22102 Full Onsite: M-F Must Have Qualifications:
10+ years of experience with modelling- with at least 3-5 years of experience model testing and model development.
Candidate must have a quantitative degree- master's degree required but Doctorate is preferred. Position Overview:
Client is seeking a Quantitative Analytics Tech Lead to join the Models & Analytics group to develop and enhance mortgage prepayment, default and severity models for portfolio management . The team is responsible for developing models and conducting quantitative analysis to support valuation and hedging of mortgage products. Our Impact:
The Modeling and Analytics group in Investments and Capital Markets division develops financial and statistical models that are used for valuation and risk analytics purposes. Your Impact:
The successful candidate will contribute to the development of mortgage valuation model and conduct portfolio analysis to support trading and hedging activities. Your Work Falls Into Four Primary Categories: Model Development and Research
- Developing mortgage prepayment, default and severity models that assess market risk of mortgages, mortgage backed securities, and senior-sub structured products
- Applying statistical modeling and big data analytics tools and developing innovative solutions for forecasting mortgage borrower behavior
- Conducting research on industry models, market conditions, and regulatory environment.
- Developing and enhancing valuation processes and risk metrics for our retained portfolio of mortgage products.
- Conducting sensitivity analysis and impact assessment for model updates and changes in model inputs.
- Preparing model documentation and conducting thorough model validation tests.
- Developing on-going performance monitoring and threshold methodology.
- Providing analytics support for trading and hedging activities.
- Working under limited direction, independently determining and developing approach to solutions.
- Doctorate degree plus 3 years of working experience (or Master's degree with equivalent 5 years of working experience) in statistics, data science or a related quantitative field.
- 5+ years of relevant experience applying predictive modeling techniques or data analytics to large datasets is preferred.
- Post-graduate work experience in mortgage valuation and statistical modeling
- Programming skills in one or more of Python, R, SAS or related languages
- Exceptional quantitative, empirical analysis, and research skills
- Experience working with large data sets and relational database
- Experience in statistical model development and implementation is preferred
Keys to Success in this Role:
- Exceptional quantitative, empirical analysis, and research skills
- Strong knowledge of survival analysis and mortgage valuation
- Strong programming skills and knowledge in big data analytics such as Apache Spark and AWS cloud computing
- Drive for Execution - Execute effectively with a clear direction and objective, good ownership
- Partnership - Build trust and strong partnerships within the team; good team player
- Leadership - Set and execute upon a clear vision and goals; good communication, interpersonal, and leadership skills
Vacancy posted 9 hours ago
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