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Data Science for Decision Engine
3 weeks ago
ปฏิบัติงานยัง บริษัท Infinitas by Krungthai
Model Development & Deployment
Develop and maintain credit risk assessment and lending decisions modules
Expertise for handling large financial databases and credit data manipulation
Design and implement credit-risk decisioning model solutions using API-based frameworks (e.g., Flask,
Fast API) or event-driven architecture (e.g., Kafka, Pub/Sub), along with other suitable technologies
Monitor model performance to ensure high accuracy and reliability in credit decisions Data Analysis & Risk Assessment
Clean and preprocess financial datasets, particularly credit lending and risk data
Conduct advanced statistical analyses to support risk assessment and lending decisions.
Technical Skills
Proficiency in Python, SQL, and machine learning libraries (TensorFlow, PyTorch, Scikit-Learn)
Experience with cloud platforms (AWS,GCP) for model deployment
Knowledge of statistical and machine learning techniques for risk modeling Domain Expertise
Understanding of credit lending and risk assessment principles
Experience in financial data analysis within regulatory constraints
Proven track record in developing credit decision engines (optional)Education & Experience
Bachelor s degree or higher in Statistics, Computer Science, Mathematics, or related field
Minimum 3 years experience in retail lending or similar role Additional Requirements
Strong communication skills for presenting complex findings and process flow to management
Experience with data visualization tools (Tableau, Power BI)
Ability to work collaboratively with cross-functional teams.
The Bank is required to collect your criminal record information to assess employment eligibility, verify qualifications, or evaluate suitability for certain positions. Your consent to the collection, use, or disclosure of your criminal record information is necessary for entering into an agreement and being considered for the aforementioned purposes. If you do not consent to the collection, use, or disclosure of your criminal record information, or if you later withdraw such consent, the Bank may be unable to proceed with the stated purposes, potentially resulting in the loss of your employment opportunity with.
