Senior Data Scientist: Real-Time Modeling & Big Data Scoring

PT Home Credit Indonesia; Jakarta Selatan; On-site; IDR 240,000,000 - 360,000,000; Full time

Benefits offered by this job

Medical Parking Bonus for all candiate

Dental for corporate can

Job summary

PT Home Credit Indonesia is seeking a data science professional to work with large data sets, delivering modelling, advanced analytics, and automation support with a focus on Big Data and Scoring. You will build machine learning models, monitor results for internal departments and partners, deploy predictors in a Real Time Decision Engine (Python based), and share expertise across the team.

A minimum of 3 years in a modelling/data science role, a degree in a quantitative field, and strong

Qualifications

• Bachelor's or Master's degree in Statistics, IT, Applied Mathematics, Physics, Engineering or equivalent and/or quantitative fields
• Minimum 3 years in a modelling/data science team
• Proficient with Python for data science (scikit-learn, xgboost, lgbm, etc.), PySpark, Power BI, Apache Airflow, Git, and SQL queries
• Solid understanding of predictive modeling using both statistical (classical) and machine learning models
• Familiar with risk credit scoring, NLP, and Hadoop ecosystem will be an advantage
• Adaptable to work in a dynamic and agile environment
• Excellent communication in English, both written and spoken

Responsibilities

• Build machine learning models and monitor results for various internal departments and external partners
• Deploy predictors or machine learning models in Real Time Decision Engine (Python based)
• Knowledge sharing with teammates and act as expert consultant for Big Data and Scoring

Skills

Machine learning

Statistical modeling

Big data concepts

Communication in English

Education

Bachelor's or Master's degree in Statistics, IT, Applied Mathematics, Physics, Engineering or equivalent (quantitative fields)

Tools

Python

PySpark

Power BI

Apache Airflow

Git

SQL

scikit-learn

xgboost

lightgbm

Job description

PT Home Credit Indonesia is seeking a data science professional to work with large data sets, delivering modelling, advanced analytics, and automation support with a focus on Big Data and Scoring. You will build machine learning models, monitor results for internal departments and partners, deploy predictors in a Real Time Decision Engine (Python based), and share expertise across the team.

A minimum of 3 years in a modelling/data science role, a degree in a quantitative field, and strong