Job Requirements
3 - 5 years of experience
Skills
Job description for Data Scientist at Crowdo Singapore
Crowdo is looking for a data scientist to take our AI powered core banking system to the next level. Crowdo is a Neobank for small and medium size enterprises in emerging markets. One of its core value propositions is to take a data intensive approach to assess the credit worthiness of its SME clients.
Description
Crowdo is looking for a Data Scientist Expert in Machine Learning to enhance our innovative Credit Scoring Engine. Access to credit is a severe barrier to growth for many entrepreneurs in developing countries, with about 50% of small businesses in South East Asia being under served by banks. Digital lending has emerged as a powerful platform to facilitate access to credit by directly connecting borrowers to potential lenders. A key component of digital lending is an innovative credit score engine which changes the information paradigm traditionally used by financial institution to assess credit risk.
Expertise
We are looking for a Data Expert to the enhance our existing credit scoring engine and identify and develop new AI features and products across our infrastructure and digital offerings. The candidate should have expertise in the following areas:
· Machine Learning
· Understand the lifecycle of data analytics
· Ability to explain the ML model in words or visuals
· Ability to explain the shortfalls of the different ML models
· Good knowledge in charting libraries
· Experience using Python
· Strong algorithmic mindset
· Experience in using cloud based ML frameworks
· Knowledge in CI CD pipelines, dockers, Git, SQL Aws linux
· Experience in deep learning models is advantageous
· Background in Computer Science
· Understanding of Big Data
· Leading a small team of data scientists / analysts
Requirements
· Degree in Data Science & Analytics
· Experience in Fintech Startup an advantage
· Minimum 4 years of relevant professional experience
· Singapore Citizen / Singapore PR only
Duration
Full-time, Immediate Need