Work with different business and technical teams across the company to establish unified definitions, systems, and data governance for key metrics.
Build scalable backend solutions for automation of data processing;
Develop predictive/segmentation models to understand our customers' behavior and convert that to actionables that will drive product/marketing/sales key metrics;
Initiate and drive projects to completion with minimal guidance
The following technical skills would be useful:
Candidates must be able to understand the tradeoff between performance, simplicity, maintainability and timeline constraints when developing software solutions
Strong hands on experience in java, python is required. Must have shipped multiple projects with a major hands on contribution to each project.
Experience in Big data technologies: hadoop ecosystem (mapreduce, spark, kafka)
Experience in different storage technologies: OLTP like postgres, OLAP like redshift, Google bigquery, NoSQl like redis, hbase, kafka
Familiarity with machine learning algorithms and concepts (gradient descent, logistic regression) and software libraries like pandas, tensorflow, etc