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Data Science Engineer

Technology | San Francisco, CA | Full Time

Job Description

 

Description:  Data Science Engineers

General Summary:  The Data Science Engineer will use multiclass support vector machines (SVM), latent Dirichlet allocation (LDA), and advanced data mining techniques on large (350+ million) datasets to gauge insights into and predict consumer responses.

Position Responsibilities:

  • Ensure high throughput scoring, modeling, and user probability predictions for the 350+ million site visitors.

  • Incorporate engineering optimization techniques on all data mining applications, including advanced implementation practices in Python and SQL.

  • Develop and customize dynamic ads based on user-driven preferences.

  • Optimize the pricing of travel advertisements.

  • Apply principal component analysis (PCA), K-means clustering, and regression analysis techniques on individual travel offers to determine optimal feature selection, weighting, and subsequent pricing per user segment.

  • Develop and refine data mining applications using MATLAB, Python libraries, and machine learning libraries.

Minimum Requirements:

Master’s degree in Computer Science, Engineering, or related field.

How to Apply: