6 дней назад
Senior Data Scientist (Fintech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Machine Learning/Fintech): Building and implementing machine learning models for credit scoring and recommendation engines with an accent on quantitative research, predictive modeling, and business impact. Focus on prototyping diverse models, improving them with large and unique datasets, and owning the end-to-end path from idea generation to production implementation.
Location: Singapore, SG
Company
is developing machine learning and data science solutions for credit scoring, recommendation engines, and related financial applications.
What you will do
- Work in a multidisciplinary team to turn discoveries and ideas into machine learning models.
- Prototype diverse models, including credit scoring and recommendation engines.
- Research and develop improvements using large and unique datasets.
- Own the full delivery cycle from initial idea generation to final product implementation.
- Contribute to advancing data science capabilities at .
Requirements
- More than 5 years of relevant work experience.
- Master’s degree, PhD, or equivalent experience in a quantitative field such as computer science, mathematics, statistics, econometrics, engineering, or artificial intelligence.
- Ability to build robust end-to-end predictive models using modern machine learning techniques and methodologies.
- Proficiency in Python or R.
- Experience with relational databases such as MySQL or PostgreSQL and NoSQL platforms such as S3.
- Excellent English communication skills.
Nice to have
- Experience using alternative data to evaluate credit risk.
- Experience building end-to-end deep learning or NLP models.
Culture & Benefits
- Full-time position.
- Close collaboration with analysts and machine learning engineers.
- Ownership of work from initial concepts through final implementation.
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