Data Scientist岗位职责及工作内容

Data Scientist工作职责

岗位职责：

·Masteringnecessarytooling,languagesofBigDataecosystemandmachinelearningalgorithmsfordesigning,developing,testing

·Beabletoanalyzedifferentdatasourcesanddiscoversolutiontogiveinsightswithbigdatatechnology

·CapableofinitialsystemenvironmentandbigdataecosystemconstructionandsupporttheoperationsofPOCdevelopments.

·WithdataanalysisandbigdatafocustoidentifyanddescribesignificantbusinesschancesinstrategizedThalesbusinesslinesandbusinesspartners.Toanalyzedifferentdatasourcesofthebusiness,tomakeassumption,anddesignsolutionsbasedandcreatemodelstoenablestatisticaloralgorithmprocessing.

·ConductPOC(Proof-of-Concept)projectswithbigdataandpredictionanalyticsfocus.

-Communicateandcollaboratewithpeersandparticipatepartnersandheldprojectmeetingatanappropriatelevel.

任职要求：

RequiredEducation/Certificate:

·Master’sDegreeincomputerscience,machinelearning,appliedstatistics,operationsresearchorarelatedquantitativediscipline.

WorkingExperience:

·5-7yearsofexperiencesinDataAnalyticsand1-2YearsinMachineLearningalgorithm;

·IndependentlytodesignanddevelopPOC(Proof-of-Concept)inbigdataanalyticsinpredictionsorsituationawarenessbasedonthebehavioraldata,andtovisualizetheanalyticsresults.

·FamiliarwithSparktoconstructanefficientanalyticscomputingplatform

·BasedonSparkframeworktoconducthugevolumeofdataprocessing,analysis,anddatamining

·Abilitytoresearch,design,anddevelopthemachinelearningalgorithminthebigdataanalyticsPOC.

·Abilitytoconductcontinuousimprovementandoptimizationofthemachinelearningalgorithmbasedonthebusinessneeds.

·WillbeapluswithPOCexperiencesinbigdataormachinelearningforbusinessareasuchasinAirTrafficManagement,rail/metrosystems,orpassengersbehavioralandexperiencesforrail-stationorairlines.

·Skillrequired:Scala,Hadoop,Spark,SparkStreaming,Sqoop,SparkSQL,Kafka,Flume.AplusiffamiliarwithStormorFlinkframework.

·Familiarwithmachinelearningalgorithmandbeabletoidentifyindividualmodelingpattern.ApluswithprojectorR&Dexperience.

PersonnelSkills:

·Excellentcommunicationandpresentationskills,proactiveandteamwork.

Language:

·Bi-lingual.MandarinandEnglish.