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Senior Data Scientist

Codesmith

Atlanta, GA

machine-learning python clojure

Mar 2

Codesmith is working with a product company located in Buckhead that is looking for a Senior Data Scientist who's passionate about data, research and making data-driven decisions. They are looking for someone with 5+ years of experience in manipulating data sets and building statistical models, has a Masters in Statistics, Mathematics, predictive analytics or another quantitative field.


Responsibilities

  • Be the thought leader for data science, AI and ML across the organizations highest impact data initiatives

  • 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

  • Develop custom data models and   to apply to data sets

  • 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


Experience and Skills

  • Theoretical and practical understanding of data mining and machine learning techniques

  • Strong computer science fundamentals including knowledge of data structures and algorithms, computational complexity, and object-oriented/functional programming design patterns

  • Dynamic pricing experience or background in a financial environment

  • Expertise in SQL

  • Experience with NoSQL technologies and distributed systems

  • Experience in Python

  • Proven experience with large data sets and related technologies like Hadoop, Hive, Spark is required

  • A drive to learn and master new technologies and techniques


Bonus

  • Deep learning frameworks

  • Modern ETL frameworks such as Apache Airflow, AWS Glue, etc.

  • Familiarity with Django

  • Experience visualizing/presenting data for stakeholders using Tableau, ggplot, etc.