Senior Data Scientist

In the Senior Data Scientist role, you will have full ownership over the projects you tackle, contribute to solving a wide range of machine learning applications, and find opportunities where data can improve our platform and company. We are looking for an experienced and creative self-starter who executes well and can exhibit exceptional technical know-how and strong business sense to join our team. 

WHAT YOU'LL DO:

• Mine and analyze data from company data stores to drive optimization and improvement of product development, marketing techniques and business strategies


• Assess the effectiveness and accuracy of data sources and data gathering techniques


• Develop and implement data cleansing and processing to evaluate and optimize data quality


• Develop custom data models and algorithms to apply to data sets


• Run complex SQL queries and existing automations to correlate disparate data to identify questions and pull critical information


• Apply statistical analysis and machine learning to uncover new insights and predictive models for our clients


• Develop company A/B testing framework and test model quality


• Collaborate with data engineering and ETL teams to deploy models / algorithms in production environment for operations use


• Develop processes and tools to monitor and analyze model performance and data accuracy


• Ad-hoc analysis and present results in a clear manner


• Create visualizations and storytelling


• Communicate Statistical Analysis and Machine Learning Models to Executives and Clients


• Create and manage APIs

WHO YOU ARE:

• 3-5+ years of relevant work experience


• Extensive knowledge of Python and R


• Clear understanding of various analytical functions (median, rank, etc.) and how to use them on data sets


• Expertise in mathematics, statistics, correlation, data mining and predictive analysis


• Experience with deep statistical insights and machine learning ( Bayesian, clustering, etc.)


• Familiarity with AWS Cloud Computing including: EC2, S3, EMR.


• Familiarity with Geospatial Analysis/GIS


• Other experience with programming languages such as Java, Scala and/or C#


• Proficiency using query languages such as SQL, Hive, and Presto


• Familiarity with BDE (Spark/pyspark, MapReduce, or Hadoop)


• Familiarity with software development tools and platforms (Git, Linux, etc.)


• Proven ability to drive business results with data-based insights


• Self-initiative and an entrepreneurial mindset


• Strong communication skills


• Passion for data

WHAT WE OFFER:

• Competitive Salary


• Medical, Dental and Vision


• 15 Days of PTO (Paid Time Off)


• Lunch provided 2x a week 


• Snacks, snacks, snacks!


• Casual dress code

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