Predictive Analytics Consultant (Fintech)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Predictive Analytics Consultant (Fintech): Leading the design and delivery of critical analytics solutions such as Automated Underwriting and Risk Scoring with an accent on predictive and optimization models. Focus on building end-to-end analytical pipelines, optimizing decision engines, and enhancing credit risk assessments for financial institutions.
Location: Remote (US)
Salary: $69.8K – $110.3K
Company
provides comprehensive analytics and decisioning services to optimize the lending operations of financial institutions and credit unions.
What you will do
- Lead the design and delivery of solutions for Automated Underwriting, Risk Scoring, and Portfolio Monitoring.
- Manage, clean, and wrangle large, complex datasets from multiple sources to prepare them for predictive modeling.
- Implement advanced feature engineering, aggregation, and normalization techniques to optimize machine learning models.
- Develop and fine-tune classification, regression, and clustering models using decision trees, random forests, or neural networks.
- Build end-to-end analytical solutions from data collection to deployment to improve lending strategies.
- Present complex analytical findings and data insights to internal stakeholders and external clients.
Requirements
- Must be based in the US.
- 4+ years of experience building and validating predictive credit risk models within the financial services or lending industry.
- Expert-level proficiency in Python, specifically using Pandas and Scikit-learn.
- Advanced skills in SQL for data querying and manipulation.
- Bachelor’s or Master’s degree in Statistics, Data Science, Mathematics, Economics, Finance, or a related field.
- Strong experience in model deployment, testing, validation, and monitoring.
Nice to have
- Proficiency in AWS for training and deploying models.
- Experience with MLOps practices.
Culture & Benefits
- Comprehensive insurance coverage (medical, dental, vision, life, and disability).
- 401(k) plan with company match.
- Flexible paid time off and paid holidays.
- Full remote work environment.
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