baidu research - research scientist - machine learning
DESCRIPTION
ÂTRANSCRIPT
ResearchScientist--MachineLearningBaiduResearch,headquarteredinSiliconValley, islookingtohireResearchScient istswithstrongmachinelearningordeeplearningbackgrounds.OurmissionistodevelophardAItechnologiesthatenableustoreachhundredsof millionsof users.Asaresearchscient ist at Baidu,youwillbeuniquelyposit ionedtocontributetothismission,whilealsolearningalot aboutdeeplearning/machinelearning,andextendingthestate-of-the-art inAI.Wehavealargesystemsteamwhichisdevelopingthenextgenerat ionof deeplearningplat form.Oursystemsteam'sgoalistomakeit easyforyouto(i)expressyourmachinelearningideasincode,and(ii)quicklyrunexperiments, sothatyoucanquicklygetresults, learn, anditerate.Byprovidinggreatt raining,sof twaretooling, andhardwareinfrastructure, weaimtohelpyoumakerapidprogressinAIresearch.OuremphasisisontacklinghardAItechnologiesthat, if successful, willimprovethelivesof at least 100millionpeople.Withanemphasisondeeplearning,ourworkspansvision,speechrecognit ion, NLP,andmanyotherareas.Here'swhatyouwilldo:
● Learnaboutdeeplearning.Learnaboutcomputersystemsforbuildingscalablelearningalgorithms.
● Workwiththeteamtocreatenewdeeplearningalgorithmsandapplicat ions.● Runexperiments, learn, iterate.● Createsoftwarethatreacheshundredsof millionsof users.
Youwillbeworkingwithasmallteamofhighlytalentedengineers, whoarefocusedonadvancingtheAImission.Here'swhatwe'dliketoseeinyou:Verystrongtechnicalskills:
● Familiaritywithmachinelearning.Youshouldbefamiliarwiththeprocess(datacollect ion, t raining,evaluat ion, makingiterat iveimprovements)of buildingef fect ivelearningsystems.
● Abletoworkwiththemathof machinelearning.If weneedtomakeachangetoalearningalgorithm,youshouldbecomfortablethinkingaboutopt imizat ionobject ives, linearalgebraformulat ionsof algorithms,etc.
● Abletowritecode.Whileweappreciatetheoret icalunderstandings,it isevenmoreimportantthat you'reabletowritegoodcodeinlanguagessuchasC++/Java/Python/CUDA(i.e., not just Mat lab).
Culturef it :
● Missionalignment:If youwanttoadvanceAI, wewillgiveyouthebestpossibleplat formtodothat.If youareonadif ferentmission,thenwearenotagoodf it .
● Self-directed:Weworkbestwithpeoplethataredriven,mot ivated,andaspiretogreatness.Areyouthesort of personthat, if youhadt imeonyourhands,willindependent lyf indinterest ingandusefulthingstodo?
● Hungrytolearn:Weareeagertoteachyounewskills.Butlearningishardworkandthisissomethingwehopeyouwanttodo.
● Teamorientat ion:Weworkinsmall, fast-movingteams.Wedon't believeinlonewolves.Wewatchoutforeachother, andgoaf terbiggoalstogether---asateam.
WearebasedinSiliconValley, inSunnyvale, California.