About the job
We are seeking an accomplished Lead Data Scientist with a strong focus on solution development and algorithm creation in machine learning. Proficiency in Python and SQL is essential for this role.
Key Responsibilities:
- Conduct thorough analyses on extensive datasets, including both first-party and third-party customer information, to deliver high-quality and statistically significant insights.
- Lead, manage, mentor, and train a team of 2 to 5 Data Scientists, including both junior and senior levels.
- Oversee the complete implementation of marketing machine learning models, such as customer segmentation, propensity modeling, and customer lifetime value (CLTV) analysis.
- Demonstrate expertise in large-scale distributed databases and computing systems (e.g., Hadoop, DataBricks).
- Utilize advanced programming skills in Python/Pyspark.
- Possess a solid background in SQL, with experience being a significant advantage.
- Exhibit hands-on experience with machine learning and statistical techniques, including logistic regression, decision trees, random forests, and K-means clustering.
- Experience with marketing machine learning models will be considered a plus.
- Deep knowledge of machine learning frameworks, particularly Spark and MLlib, is highly desirable.
