Data Scientist Lead
2 weeks ago
**About ADVANCE.AI**
ADVANCE.AI is a leading AI and big data company in Asia, helping to solve digital transformation, fraud prevention and process automation for enterprise clients. Launched in 2016 and headquartered in Singapore, we combine deep local market knowledge with superior Al technology. We are experts in natural language processing (NLP) and computer vision and help our clients with chatbots, anti-fraud, facial recognition, e-KYC, and optical character recognition (OCR).
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
About Advance Intelligence Group
Headquartered in Singapore, Advance Intelligence Group is an Al-driven technology company with over 1500+ employees serving 1,000+ enterprise clients, 50,000+ merchants and 10 million+ consumers across 12 markets worldwide.
We serve enterprise, consumers and merchants through our key Business Units:
ADVANCE.AI is a leading big data and AI company providing digital transformation, fraud prevention and process automation solutions for enterprise clients in banking, fintech, retail and e-commerce.
Atome Financial offers consumers greater financial access through technology with its suite of products including Atome, a leading "buy now pay later" brand, and digital lending services such as our flagship brands Kredit Pintar, ND Finance and Advantee.
Ginee is an e-commerce merchant services technology platform providing comprehensive digital solutions for e-commerce, retail, brand and enterprise customers.
We 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
**Responsibilities**:
- Work on risk model development for retail and SME finance products such as consumer lending, multi-finance, credit-card, SME etc.
- Analyze 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 modelling
- Research model methodology and data mining techniques to improve model performance
- Continuous exploration of the value of data for credit modelling and data product
Job Requirements:
- Minimum 1 year of 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
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