This role offers an excellent opportunity to join a dedicated Data Team at IFS Capital in Singapore with a focus on data pipeline infrastructure
Job Summary
This role offers an excellent opportunity to join a dedicated Data Team at IFS Capital in Singapore with a focus on data pipeline infrastructure.
The successful candidate will be responsible for performing back-testing and calibration of ECL models across all countries while ensuring end-to-end data integrity.
Key responsibilities include developing machine learning models to predict consumer default probability and maintaining AI agents for automated document ingestion.
Matching Summary
Match Score: 85
This role offers an excellent opportunity to join a dedicated Data Team at IFS Capital in Singapore with a focus on data pipeline infrastructure.
Skills & Requirements
Must-have
SQL and Python proficiency
Snowflake data warehouse knowledge
ECL model back-testing and calibration
Data pipeline integrity maintenance
Machine learning model development
Nice-to-have
Cloud computing experience AWS Azure Google Cloud
Continuous Integration and Continuous Delivery Git
AI agent development for document processing
Strong problem-solving and analytical skills
Positive attitude and willingness to learn
Key Requirements
Minimum Degree/Master's in Data Science or related discipline
Relevant experience in the financial industry preferred