English summary for screening — check the original posting before applying.
Join a rapidly growing fintech company that provides online lending and debt collection systems as SaaS. You will leverage financial big data to drive DX in the legacy financial industry, contributing to business improvement and feature development.
Must-haves
- Experience in KPI design, data extraction, preprocessing, analysis, and proposal of measures.
- Experience in planning, PoC, and production introduction of operational efficiency measures using Generative AI/Machine Learning.
- Experience in improving credit scoring models and logic (feature design, model evaluation, operational monitoring) and advancing business rules.
- Experience in collaborating with business, product, and operations teams to translate analysis results into decision-making and operational design.
Nice-to-haves
- Experience in visualizing 'credit' that cannot be measured by traditional financial indicators.
- Experience in designing new financial experiences.
- Experience in extracting unique insights from vast amounts of data and implementing them into concrete measures and algorithms.
Tech stack
JS/TSVue.jsTailwind CSSPythonDjangoPostgreSQLAWSAzureDockerscikit-learnAmazon SageMakerGitHub ActionsClaude CodeGitHub CopilotGoogle GeminiChatGPT Codex
Work style
Onsite (implied by "must-work-onsite" in rules, but not explicitly stated in source)