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How to hire
a data scientist
What skills should an ideal data scientist possess?
What is data science?
What does an organi...
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How to hire a data scientist recruit page

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A data scientist’s job is one of the most sought after jobs of the 21st century. But how do you hire a data scientist who fits the bill?

Published in: Recruiting & HR
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How to hire a data scientist recruit page

  1. 1. How to hire a data scientist What skills should an ideal data scientist possess? What is data science? What does an organization wish to achieve with data science? A quality candidate often receives 3 or hiring is commonly below 50%. Did you know ? Programming Classification and regression Supervised learning & unsupervised learning Clustering algorithms (specific to data science) Decision trees and random forest classifiers Naive Bayes algorithm Boosting and bagging Binary, multiclass & multi-label classification Neural networks Solve optimization problems Provide recommendations Provide business intelligence A combination of the above What are the job parameters for a data scientist? How to assess Understand the data science project lifecycle Find out more - http://bit.ly/2OlopT5 Statistics and linear algebra Machine learning Data mining Optimization Collecting data Analyzing data Use big data technologies Create pipelines that feed machine learning algorithms Handling & cleaning data Visualize data Mine raw data Technical skills Making inferences from data Researchers Math/statistics Technical skills Relational databases SQL Engineer Coding Data tools Technical Skills Building ML model Formal problem specification Identification of data needs Methodology selection Proof of concept Validation and experimentation Produciton releases Maintenance Iteration ? Maths Statistics Business Databases Programming data science Maths + Statistics Business Databases + Programming

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