Data Architect - Deep Learning

Data Architect - Deep Learning
Charlotte, NC

A Data Architect in the Deep Learning team at Red Ventures has the end-to-end vision of conceptual, physical, and logical storage of data and how analysts, applications, and data scientists consume it.  We’ll look to you to recognize and identify patterns in data relationships from disparate systems and create data management solutions. You will design and build scalable infrastructure platforms to collect and process large amounts of structured and unstructured data that will be consumed in near real-time. With increasing access to data and fast-moving competition, it has never been more important for Red Ventures to make sense of the noise surrounding users. Our work with deep learning algorithms can detect unexpected situations and hidden potential in all lines of our business. 

Responsibilities

On a day-to-day basis, you will work on a team responsible for all aspects of Red Ventures’ data including timeliness, accuracy, consumption, and security. You will work on automating data pipelines, creating data models, and monitoring and ensuring performance. You will communicate with business analysts, data scientists, and business leaders to understand and meet their data needs. You will be tasked with identifying and executing on best practices. You will work on a team with a focus on continuous learning and will have an opportunity to provide mentor and guidance. You will work on designing and implementing Red Ventures’ next generation data solution.

 Preferred Background

  • Experience in application development, ETL development, report development and/or other data warehouse projects to bring a well-rounded perspective of the big picture 
  • Thorough understanding of dimensional modeling and data warehouse
  • Experience with Query, Database, Cube tuning
  • Knowledge of Big Data technologies
  • An in-depth understanding of algorithms 
  • Familiarity with one or more of the popular deep learning frameworks.
  • Familiarity with NLP/Search

Technology stack:

  • Scala and Spark
  • Big Data: Hadoop, Hive, Kafka, NoSQL, event streams
  • Microsoft BI Stack: Sql Server 2014 and 2016, SSIS, SSAS (cubes and tabular), Power BI, SSRS
  • MySQL
  • Both on-premise and in the cloud

About Red Ventures:

Red Ventures is a leading digital consumer choice platform based in Charlotte, North Carolina. Through deeply integrated brand partnerships and consumer-facing assets, Red Ventures connects online customers with products and services across high-growth industries including home services, financial services, and healthcare. Founded in 2000, Red Ventures has more than 2,700 employees in offices across the Carolinas, Seattle, Washington, and Sao Paulo, Brazil.

 

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HEADQUARTERS
1101 Red Ventures Drive
Fort Mill, SC 29707
704.971.2300