Senior Data Scientist (Fintech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (Fintech): Developing and optimizing personalization and recommendation models for GoPay users with an accent on collaborative filtering, ranking models, and LLM integration. Focus on building end-to-end ML pipelines, running A/B tests, and improving user engagement through advanced retrieval and matching accuracy.
Location: Hybrid in Singapore
Company
is the largest digital ecosystem in Indonesia, providing a wide range of services including mobility, delivery, payments, and financial services.
What you will do
- Build data science solutions to increase customer engagement and transaction growth for GoPay.
- Design and implement algorithms for search, recommendation, and advertising systems to drive discovery and conversion.
- Develop user behavior and query understanding models using LLMs and LLVMs to improve matching accuracy.
- Own the end-to-end lifecycle from technical problem formulation to production deployment.
- Rapidly prototype solutions and run A/B tests to analyze metrics like CTR, conversion rate, and NDCG.
- Collaborate cross-functionally with engineers, product managers, and business analysts.
Requirements
- 4–6 years of relevant experience in applied data science or machine learning roles.
- Proficiency in Python and ML frameworks such as Scikit-learn, TensorFlow, or PyTorch.
- Solid understanding of ML fundamentals, including supervised learning, ranking, and embeddings.
- Hands-on experience with recommender systems, personalization, search, or ranking models.
- Experience working with large-scale datasets using platforms like Spark or MaxCompute.
- English: Good written and verbal communication skills required.
Nice to have
- Master’s or Ph.D. in Computer Science, Statistics, Applied Mathematics, or a related quantitative discipline.
- Experience integrating LLMs/LLVMs into search or recommendation pipelines.
- Proven track record of improving ranking, retrieval, or ad targeting models.
Culture & Benefits
- Opportunity to work within the largest digital ecosystem in Indonesia.
- Collaborative environment with internal forums for sharing, discussions, and presentations.
- Focus on solving some of the toughest business problems using a wide set of mathematical and ML skills.
- Cross-functional teamwork with a high-impact mission to empower progress in the digital economy.
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