MajorTasks/ActivitiesInvolveinqualitydatamanagementsystemoverallarchitecturedesign,planing,functionalmoduledesign.Participateinsystemdesign,ITstructure,databasedesign,Development,etc.Qualtiydatamanagementmachinelearningalgorithmsdevelopment.Preparinganddevelopingrelatedhelpfiles,developmanuals,procedures,trainingdocumentsinordertoprovidetheoreticalsupport.Regularlyreportingtomanageraccordingtothedetailtask,keepworkingdirectioncorrectness.Typeofrequiredfunctionalknowledge(depth,breadth):?Bachelordegreeoraboveincomputer,informationscience,ormathematics.?ExperienceinA.Iprojectsandgoodcomputerandmathematicsfoundation;?ProficientinSQL,Pythonandotherprogramminglanguages,andunderstandcommonlyuseddatastructuresandalgorithmlibraries;?FamiliarwiththeapplicationofcommonmachinelearningalgorithmssuchasDT,KNN,SVM,BOOSTINGorLeNet,AlexNet,GoogleNet,ResNet,DenseNet,FasterR-CNN,YOLO,SSD,SegNetandotherdeepneuralnetworkmodels;?FamiliarwithdeeplearningframeworkssuchasTensorflow,CaffeorPyTorch;?FamiliarwiththeTransformermodelarchitecture,andhaveunderstandingofLLaMA,Bert,GPTandothermodels.?Havegoodcommunicationskillsandteamworkspirit,andbeabletoshareandcommunicatetechnologywithinthecompany;?Strongabilityoflearning,logicalthinking,openmind,problemsolving.职能类别:算法工程师关键字:DTKNNSVMBOOSTINGLeNetAlexNetGoogleNet
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