Data Scientist II – R/Python/SQL – Khatabook

Job Description:

Responsibilities:

• Collaborate with stakeholders across the organization to identify opportunities for leveraging company data to drive business solutions.
• Extract and analyze data from company databases to enhance product development, marketing strategies, and overall business performance.
• Evaluate the effectiveness and accuracy of new data sources and collection methods.
• Develop customized data models and algorithms to analyze and interpret data sets effectively.
• Utilize predictive modeling to optimize customer experiences, revenue generation, targeted advertising, and other key business objectives.
• Establish and implement a comprehensive A/B testing framework to assess model quality.
• Coordinate with various functional teams to integrate models and monitor performance outcomes.
• Create processes and tools for ongoing monitoring and analysis of model performance and data accuracy.

Requirements:

• Minimum 2 years of experience in manipulating data sets and building statistical models.
• Strong problem-solving abilities with a focus on product development.
• Proficiency in statistical programming languages (R, Python, SQL) for data manipulation and insights extraction from large data sets.
• Familiarity with data architectures and their implementation.
• Knowledge of various machine learning techniques (clustering, decision trees, neural networks) and their practical applications.
• Understanding of advanced statistical concepts (regression, distribution properties, hypothesis testing) and their relevance in real-world scenarios.
• Excellent written and verbal communication skills for effective collaboration across teams.
• Experience with real-time and batch deployment methods.
• Familiarity with MLOps pipeline and tools like GIT, DVC, S3, Airflow, and Kubernetes.
• Eagerness to learn and adapt to new technologies and methodologies.
• Bachelor’s degree in Statistics, Mathematics, Computer Science, or a related quantitative field.