Hermosillo, México
hace 3 días
  • 5+ years of experience as a Data Scientist.
  • Strong problem solving skills with an emphasis on product development.
  • Experience writing and working with stored procedures, full text searching, Common Table
  • Expressions and User Defined Functions.
  • Experience doing data modeling using normal forms 1 through 3.
  • Solid working knowledge of Python and R.
  • Understanding of the different types of ML (i.e. supervised, unsupervised and semi-supervised).
  • Intermediate knowledge of ML algorithms such as k-Nearest Neighbors, Naive Bayes, Support Vector Machines (SVM) and Principal Component Analysis (PCA), including their real-world advantages / drawbacks.
  • Experience working with one or more of : Classification and Regression Trees, Random Forest Chi-square automatic interaction detection (CHAID) and C4.
  • 5 from POC to production.

  • Knowledge of the fundamentals of statistics (e.g. variance, covariance, types of distributions, kurtosis, skewness, regression, statistical tests and their proper use).
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