DESCRIPTION:
QUALIFICATIONS:
Minimum education and experience required: Master's degree in Quantitative Finance, Computer Science, Data Science, Statistics, Applied Mathematics, or related field of study plus 3 years of experience in the job offered or as Data Scientist, Analyst, Software Engineer, or related occupation.
Skills Required: This position requires 3 years of experience with the following: building and deploying machine learning models. This position requires any amount of experience with the following: Xgboost and Random Forest modeling algorithms; building dashboards and alert systems using AWS to provide stakeholders with real-time, data-backed insights for successful feature launches through AB testing; SHAP and model interpretability techniques to enhance understanding of machine learning predictions at an individual level; developing and maintaining data modeling pipelines using AWS Glue and DynamoDB to ensure data accuracy and consistency, performance of data infrastructure, reduce data processing time, and improve decision-making speed; Python including Pandas, Numpy, SKLearn, XGboost libraries, SQL, and PySpark; model evaluation techniques including AUC and Gain Chart; development, implementation, and optimization of machine learning models for market targeting, predictive analysis, customer engagement improvement, increasing campaign effectiveness, and customer behavior forecasting; collaborating with product, engineering, and business teams to define data-driven strategies, design AB tests, and support feature rollouts; supervised and unsupervised modeling techniques including XGboost, Random Forest, Bayesian Parameter Tuning, K-Means, and DBSCAN; Artificial Intelligence and Machine Learning model documentation, development, deployment in marketing, sales, operations, and finance; Python, SQL including Snowflake and SSMS, AWS Glue, and DynamoDB to extract, manipulate, and aggregate data from different data warehouses to solve business problems.
Job Location: 480 Washington Blvd, Jersey City, NJ 07310.
Full-Time. Salary: $165,400 - $195,000 per year.
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