6 дней назад
Assistant Manager / Manager, Data Scientist (Fintech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Assistant Manager / Manager, Data Scientist (Fintech): Designing predictive models, pricing solutions, recommendation engines, and machine learning tools for digital banking services with an accent on large-scale data analysis, Generative AI, NLP, and MLOps. Focus on feature engineering, model validation, bias assessment, production deployment, and translating complex data into practical solutions with Product, Marketing, and Risk teams.
Location: Quarry Bay, Hong Kong
Company
is a pan-Asian fintech platform operating digital banks and online financial services in Hong Kong, Mainland China, and Indonesia.
What you will do
- Design, develop, and enhance predictive models, pricing solutions, recommendation engines, and automation tools for banking products and services.
- Analyze large and complex datasets to identify trends, patterns, and features that improve model performance and business outcomes.
- Support machine learning model deployment and contribute to MLOps practices, including versioning, monitoring, and performance management.
- Explore Generative AI and NLP solutions, including large language models, sentiment analysis, and automated document processing.
- Perform feature engineering, hyperparameter tuning, model validation, and bias assessment.
- Partner with Product, Marketing, Risk, and other business teams while developing dashboards and visualizations to communicate analytical findings.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or another relevant quantitative discipline.
- 3–5 years of hands-on experience in Data Science, Machine Learning, or a related analytical role.
- Strong proficiency in Python and SQL, with experience using Scikit-learn, XGBoost, TensorFlow, or PyTorch.
- Practical experience with Spark, PySpark, or other big data technologies.
- Familiarity with AWS SageMaker or Google Cloud Vertex AI, plus MLOps tools and practices such as MLflow and Git.
- Strong analytical and problem-solving skills, with the ability to translate complex data into practical solutions. Candidates with less experience may be considered for the Assistant Manager level.
Nice to have
- Experience in digital banking, virtual banking, or fintech, especially credit scoring, fraud detection, pricing, customer analytics, or customer lifetime value.
- Experience leading workflow automation, digital transformation, operational excellence, system enhancement, or UAT initiatives.
- Experience with capacity planning, productivity management, workforce optimization, or cross-border team management.
- Experience using AI-powered productivity tools, workflow automation platforms, data analytics solutions, or other emerging technologies.
Culture & Benefits
- Flat and agile organization focused on meaningful work and practical impact.
- Learning and development stipend.
- Flexible time off and wellness activities supporting physical and mental wellbeing.
- Open-plan office, collaboration spaces, free food and drinks, and team social activities.
- Competitive salary package.
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