Data Scientist

Company DescriptionCrediBook 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 real-world 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 InformationAt CrediBook, we are energetic, driven, passionate, fast paced and collaborative.