Mô Tả Công Việc
- Build and deploy predictive models for credit scoring, anti-fraud detection, and eKYC (electronic Know Your Customer) applications.- Analyze and transform data from various sources into unified forms, organizing them within data platforms and/or feature stores, aligning with Risk Modelling team requirements.- Preprocess structured and unstructured data to ensure high-quality input for model development.- Analyze large datasets to identify trends, patterns, and insights to inform decision-making.- Apply ensemble modeling techniques and optimize existing models to enhance performance.- Visualize data insights and provide actionable solutions to business challenges.- Collaborate closely with cross-functional teams to streamline and optimize data workflows.- Mentor junior team members and share expertise to foster skill development.- Develop and maintain reporting tools for risk analysis and underwriting metrics.- Improve data infrastructure, utilizing Python, SQL, and DWH technologies for more efficient analysis and monitoring.
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Yêu Cầu Công Việc
Yêu cầu ứng viên
- BS, Master's, or PhD in Mathematics, Statistics, Computer Science, or a related field.- At least 3 years of relevant experience in applying machine learning and AI to financial services, including banking, consumer lending, or fraud detection.- Strong knowledge of SQL; proficiency in Python, R, or Matlab is preferred.- Experience with reporting tools like Tableau or Power BI.- Solid understanding of machine learning algorithms (e.g., neural networks, regression, boosting), numerical optimization, and predictive modeling techniques.- Familiarity with big data technologies, database management, and parallel computing.- Strong background in business intelligence and data visualization for actionable insights.- Eagerness to continuously learn and apply Python for advanced analytical tasks.
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Hình thức
Full-time
Quyền Lợi
Quyền lợi
- Salary: Negotiable based on capability.- Meal support: Breakfast and lunch provided at the company.- Working hours: 5 days/week, from 9:00 AM to 6:00 PM.- Equipment provided: MacBook, laptop, 24” LCD monitor, and other necessary tools.- Attractive bonus policy: 13th-month salary, quarterly and annual performance-based bonuses.- Leave entitlement: 12 days of annual leave, birthday gifts, and other company benefits.- Work environment: Young and dynamic workspace with modern office facilities. Free tea, coffee, and a beverage fridge available.- Team activities: Team-building events, member birthday celebrations, and company trips.- Social insurance: Full social, health, and unemployment insurance contributions after a 2-month probation period, along with other benefits as per labor laws.- Health insurance: Comprehensive health insurance package for employees and their families.
Mức lương
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