Data Scientist

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

Job summary

Kredivo Group Singapore seeks a Data Scientist to own the full lifecycle of ML models from idea to product. You will collaborate with Analysts and ML Engineers to prototype, evaluate, and productionize models including credit scoring and recommendations.

The role requires 2+ years of relevant experience, strong quantitative background, and fluency in English. Proficiency in Python or R and exposure to SQL/NoSQL databases are essential for success.

Qualifications

• 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.

Responsibilities

• Take full ownership of turning discoveries and ideas into machine learning models.
• Prototype diverse machine learning models, from credit scoring to recommendation engine.
• Research & Development on improving models with vast data.
• Actively contribute to advancing Data Science at Kredivo Group.

Skills

English communication

Education

Bachelor's in Computer Science / Mathematics / Statistics / Econometrics / Engineering / AI

Tools

Python

R

SQL

NoSQL

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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