岗位职责
JobDescriptionInyournewroleyouwill:1.DevelopMLapplicationsolutionsacrossvariousscenariosbasedonthecompany'sembeddedplatform2.WorkwithcustomerstoadapttheirTensorFlow/PyTorchmodelstocompany'sembeddedplatformbyleveragingquantization/pruningtechniquesetc.3.Assistcustomersinmodeltraining,optimization,anddeploymentonthecompany’sproprietaryMLplatform,tailoredtotheirrequirementsandbusinessdatacharacteristics.4.Writeandmaintaintechnicaldocumentation,applicationnotes5.FAE/DFAEtechnicaltraining职位要求:YourProfileYouarebestequippedforthistaskifyouhave:EducationandExperience:1.Bachelor’sdegreeorhigherinElectronic&InformationEngineering,ComputerScience,Automation,ArtificialIntelligence,orrelatedtechnicaldisciplines2.5+yearsofembeddedsystemsdevelopmentwithhands-onexperienceinMLprojectlifecycle(modeloptimizationtodeployment)TechnicalSkills:1.ExtensiveembeddedMCUdevelopmentexperience,familiarwithMCUsandtheperipherals,knowledgeofmainstreamembeddedoperatingsystems(e.g.,FreeRTOS,Zephyr,RT-Thread)2.In-depthunderstandingofmachinelearninganddeeplearningalgorithmprinciples;proficientinmainstreamMLframeworks(e.g.,TensorFlow,PyTorch,Keras)3.ExperienceinmigratingTF/PyTorchmodelstoONNX/TFLM;familiarwithedgeoptimizationtechniques(INT8/FP16quantization,pruning,knowledgedistillation4.ExperienceattheMCUlevelfrommodeldevelopmenttodeployment;withexperienceinaudio/radar/image/videoarepreferredSoftSkills:1.Passionateaboutdelvingintotechnology,withstrongproblem-solvingskillsandasenseofresponsibility2.Excellentcommunicationskillstoeffectivelycoordinateacrossdepartmentsandachievecommongoals3.ProficientinbothverbalandwrittenEnglishcommunication职能类别:FAE现场应用工程师关键字:通信设备/智能硬件
工作地址
成都-锦江区 (成都-锦江区高新区出口加工区西区科新路8号附2…) 查看地图
