Data Scientist - Jakarta, Indonesia - CrediBook

CrediBook

Perusahaan Terverifikasi

Jakarta, Indonesia

1 minggu yang lalu

Diposting oleh:

Siti Nur

beBee Recruiter

Company Description

CrediBook is a mobile app that helps people to manage and track the money owed to them through the means of a digital ledger.

Allows people to record the credit dues and then issue payments reminders to debtors whose payments are due.

Job Description:

Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
Assess the effectiveness and accuracy of new data sources and data gathering techniques.
Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
Develop company A/B testing framework and test model quality.
Coordinate with different functional teams to implement models and monitor outcomes.
Develop processes and tools to monitor and analyze model performance and data accuracy.

Qualifications:

Strong problem solving skills with an emphasis on product development.
Experience using statistical computer languages (R, Python, SQL, etc.) to manipulate data and draw insights from large data sets.
Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their realworld advantages/drawbacks.
Excellent written and verbal communication skills for coordinating across teams.
A drive to learn and master new technologies and techniques.
Familiar with the following software/tools:
Experience querying databases and using statistical computer languages: R, Python, SQL, etc.
Experience using web services: Redshift, S3, Spark, etc.
Experience machine learning framework like MLflow, etc.
Experience using Pyhton DS packages: TensorFlow, NumPy, SciPy.

Pandas, Matplotlib, Keras, SciKit-Learn, PyTorch, etc.

Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.

Additional Information

At CrediBook, we are energetic, driven, passionate, fast paced and collaborative.