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Machine Learning Framework

CodeSignal’s Machine Learning Engineering Core Framework evaluates the breadth and depth of candidates’ expertise and knowledge of core skills commonly required for Machine Learning Engineering roles. The framework evaluates the following core Machine Learning skills and knowledge:
  • Cleaning and manipulating data
  • Experimenting with and evaluating various models and algorithms
  • Following and incorporating research on machine learning, deep learning, and artificial intelligence
  • Solving complex problems in effective and efficient ways
  • Understanding and incorporating key business metrics when designing machine learning product pipelines