Data Scientist

Bothell, WA

Posted: 02/19/2019 Job Number: 110124544930

Responsibilities for Data Scientist

  •   Develop methods to create ongoing anomaly detectionwith click stream data.
  • Develop methods to create propensity models with click stream data.
  • Work with stakeholders throughout the organization to identify opportunities for leveraging click stream data.
  • Mine and analyze data from multiple sources including database and real time streaming.
  •   Assess the effectiveness and accuracy of data sources and data gathering techniques.
  • Develop custom data models and algorithms to apply to data sets.
  • Coordinate with different functional teams to implement models and monitor outcomes.
  • Develop processes and tools to monitor and analyze model performance and data accuracy.

Qualifications for Data Scientist
  •   Strong problem solving skills with an emphasis on product development.
  • Experience using statistical computer languages (R, Python, SLQ, Java, etc.) to manipulate data and draw insights from large data sets.
  • Experience working with and creating data architectures.
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
  • Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
  • A drive to learn and master new technologies and techniques.
  • We're looking for someone with 5-7+ years of experience manipulating data sets and building statistical models, has a BS or higher in Statistics, Mathematics, Computer Science or another quantitative field, and is familiar with the following software/tools or their functional equivalent:

  • Coding knowledge and experience with several languages: Java, R, Python, SQL
  • Knowledge and experience in statistical and data mining techniques: Anomaly detection, propensity modeling, etc.
  • Experience querying databases and using statistical computer languages: Java, R, Python, SLQ, etc.
  • Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
  • Experience visualizing/presenting data for stakeholders using: Business Objects, Tableau, D3, chart.Js, etc.

Data, Programming, Data Set, Models, Build Data Models, Collect Data, Agile
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