数据科学家面试

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Table of Contents

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TableofContents

Introduction

WhatisDataScience?

DifferentRoleswithinDataScience

HowDifferentCompaniesThinkAboutDataScience

GettingaDataScienceInterview

NinePathstoaDataScienceInterview

TraditionalPathstoJobInterviews

1DataScienceJobBoardsandStandardJobApplications

2WorkwithaRecruiter

3GotoJobFairs

ProactivePathstoJobInterviews

4AttendorOrganizeaDataScienceEvent

5FreelanceandBuildaPortfolio

6GetInvolvedinOpenDataandOpenSource

CoverLettervsEmail

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4OnsiteInterviewwithaHiringManager

5TechnicalChallenge

6InterviewwithanExecutive

Whatadatascientistisbeingevaluatedon

TheCategoriesofDataScienceQuestions

Conclusion

HowSuccessfulIntervieweesMadeIt

SaraWeinstein

NirajSheth

SdrjanSantic

Conclusion

7ThingstoDoAfterTheInterview

1Sendafollowupthankyounote

2Sendthemthoughtsonsomethingtheybroughtupintheinterview

3Sendrelevantwork/homeworktotheemployer

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CompanyCulture

Team

Location

NegotiatingYourSalary

FactsandFigures

TakingtheOffertotheBestFirstDay

Templates

Reachingouttogetareferral

Followingupafteraninterview

Resources

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Introduction

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WhenwefirstwrotetheSpringboardCareersGuidetoDataScience,wedidn’texpectthe

engagementit’dgarner.Thousandsofpeoplesignedupinafewdays,confirmingourbeliefthat

therewasascarcityofgreatadviceonwhatisanexcitingbutnebulousfield.

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Inspeakingwithmoreandmorepeople,wefoundonlyafewgreatresourcesthatexplainedhow

successfullymadeitthroughthedatascienceinterviewtodemystifythedatascienceinterview

processwithinsightsfrompeoplewhohadpreviouslygonethroughtheprocess.Icoauthored

thisbookwithSriKanajanaseniordatascientistinNewYorkCityatamajor

investmentbank.

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AtSpringboard,we’vetaughtthousandsofdatascienceaspirantsthroughourmentored

workshops.Webuiltlarge,engagedcommunitiesofmentorsandalumni,whichaffordusaunique

vantagepointtodeliverreallifeperspectivesonthedatascienceinterviewprocess.

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Itwasdifficultcollectingeverythinghere,likeitwasdifficultformanyofthecandidateswhomade