2024年Data Scientist的工作职责_Data Scientist岗位职责_Data Scientist职责及工作内容
Data Scientist工作职责描述范本,Data Scientist招聘条件要求会做什么,应聘Data Scientist需要做什么工作
Data Scientist需要做什么工作
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.