How to hirea 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 ?

ProgrammingClassification and regressionSupervised learning & unsupervised learningClustering algorithms (specific to data science) Decision trees and random forest classifiersNaive Bayes algorithmBoosting and bagging

Binary, multiclass & multi-label classificationNeural networks

Solveoptimization 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 feedmachine learning algorithms

Handling & cleaning data

Visualize data

Mine raw data

Technical skills

Making inferences from data

Researchers

Math/statisticsTechnical skills Relational databasesSQL

Engineer

CodingData tools

Technical SkillsBuilding ML model

Formal problem specification

Identificationof data needs

Methodology selection

Proof of concept

Validation and experimentation

Produciton releases

Maintenance

Iteration

?

MathsStatisticsBusiness Databases

Programming

data science

Maths + Statistics

Business

Databases + Programming