Data Scientist
ADVANCE.AI is a leading AI company that provides digital transformation, fraud prevention, and process automation solutions for enterprise clients. A leader in Artificial Intelligence, risk management and digital lending solutions, it currently partners over 700 enterprise clients across banking, financial services, fintech, payment, retail and e-commerce sectors. ADVANCE.AI has a global footprint across 11 markets in 3 continents.ADVANCE.AI is a leading AI company that provides digital transformation, fraud prevention, and process automation solutions for enterprise clients. A leader in Artificial Intelligence, risk management and has a global footprint with operations across ASEAN and wider APAC and Latin America it currently partners over 700 enterprise clients across banking, financial services, fintech, payment, retail and e-commerce sectors. ADVANCE.AI has a global footprint across 12 markets in 3 continents.
ADVANCE.AI is part of Advance Intelligence Group, a Series D-backed Tech Unicorn valued at US$2 billion, and also one of the largest independent technology startups based in Singapore. Founded in 2016, the Group has presence across South and Southeast Asia, Latin America and Greater China. The Group is backed by top tier investors SoftBank Vision Fund 2, Warburg Pincus, Northstar,Vision Plus Capital, Gaorong Capital, Pavilion Capital, GSR Ventures and Singapore-based global investor EDBI.
Ranked as the No.1 Top Startup in Singapore in 2021, we are partners with 700+ enterprise clients across Southeast Asia, South Asia and Mexico in sectors such as banking, financial services, fintech, payment, retail and e-commerce.
Advance Intelligence Group employees are united by a shared vision and purpose: to Advance with Intelligence for a Better Life--for our customers, colleagues and communities.
Our culture is built on values that are core to who we are and what we stand for:
- We foster an INNOVATION mindset
- We achieve results with EFFICIENCY and excellence
- We take pride in the QUALITY of our work
- We uphold INTEGRITY in all we do
- We embrace COLLABORATION to work across business lines and borders
Job Responsibilities
- Work on risk model development for retail and SME finance products such as consumer lending, multi-finance, credit-card, SME and so on
- Analyse and conduct feature engineering for massive data such as credit-report, e-commerce, and deploy the feature pipeline
- Evaluate third-party data to decide whether to use for the credit modeling
- Research model methodology and data mining techniques to improve model performance
- Continuous explore the value of data for credit modeling and data product Job
Requirements
- 3-6 years relevant experience in developing risk model and good understanding of credit risk management
- Good understanding and hands on experience of ML models such as boosting trees, regression models
- Good coding skills using SQL and Python
- Experience in data analysis and feature engineering
- Excellent English, be able to communicate in English fluently.
- Good communication skills and good team spirit.