Data Scientist

Kredivo; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Kredivo is seeking a Data Scientist in Singapore to build end-to-end predictive models and drive business impact. Work with Analysts and ML Engineers, taking ownership from idea to production.

You'll prototype models ranging from credit scoring to recommendation engines, research data-driven improvements, and contribute to elevating Kredivo's data science capabilities with robust, scalable solutions.

Qualifications

• 2+ years of relevant work experience in data science or a related field.
• Graduated from a quantitative major or equivalent experience.

Responsibilities

• Working in a multi-disciplined team where you’ll take full ownership of turning discoveries and ideas into machine learning models.
• Prototyping diverse machine learning models, from credit scoring to recommendation engine.
• Researching & Development on how to improve our models, by using our vast amount and unique set of data.
• Actively contribute to taking Data Science at Kredivo Group to the next level.

Skills

Python

R

SQL

Statistical Modeling

Machine Learning

English communication

Education

Bachelor's or higher in Computer Science, Mathematics, Statistics, Econometrics, Engineering, Data Science

Tools

MySQL

PostgreSQL

NoSQL (S3)

Job description

As a Data Scientist you’ll be part of a team that is working on cutting edge machine learning models. You will work side by side with Analysts and Machine Learning Engineers and take full ownership of your work – from the initial idea-generation phase to the implementation of the final product. Our ideal candidate is result-focused, innovative, has a solid quantitative background and a good business understanding.

About the Job:

• Working in a multi-disciplined team where you’ll take full ownership of turning discoveries and ideas into machine learning models.
• Prototyping diverse machine learning models, from credit scoring to recommendation engine.
• Researching & Development on how to improve our models, by using our vast amount and unique set of data.
• Actively contribute to taking Data Science at Kredivo Group to the next level.

About you:

• Minimum 2 years of relevant work experience.
• Graduated from the major of or equivalent experience in a quantitative field (i.e). Computer Science, Mathematics, Statistics, Econometrics, Engineering, Artificial Intelligence).
• Capable to build robust end-to-end predictive models using the latest Machine Learning techniques and methodologies.
• Proficiency in Python or R.
• Exposure to RDBMS (i.e. MySQL, PostgreSQL) and No-SQL platforms (i.e. S3).
• Excellent English communication skills.

Bonus points (optional) for:

• Experience with alternate data to evaluate credit risk.
• Experience in building end-to-end Deep Learning and/or NLP models.

#LI-CT1