Data Scientist

Kredivo Group; Singapore; On-site; SGD 90,000 - 120,000; Full time

Job summary

Kredivo Group in Singapore is seeking a Data Scientist to join a cross-disciplinary team, owning projects from idea to final product, focusing on cutting-edge ML models and business impact.

You will prototype models from credit scoring to recommendation engine, leverage data assets, and collaborate with Analysts and ML Engineers to advance our data science capabilities.

Qualifications

• Minimum 2 years of relevant work experience.
• Graduated from a quantitative field or equivalent experience.
• Ability to build end-to-end predictive models using modern ML techniques.
• Proficiency in Python or R.
• Experience with MySQL, PostgreSQL and No-SQL platforms (S3).
• Excellent English communication skills.

Responsibilities

• Own projects from idea generation to production.
• Prototype diverse ML models, from credit scoring to recommendations.
• Research and develop to improve models using large data assets.
• Take Data Science at Kredivo Group to the next level.

Skills

Python

R

Machine Learning

Business awareness

English communication

Education

Bachelor's degree in a quantitative field (CS, Math, Stats, Econometrics, Eng, AI)

Tools

MySQL

PostgreSQL

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.

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