baidu research - research scientist - machine learning

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Research Scientist -- Machine Learning Baidu Research, headquartered in Silicon Valley, is looking to hire Research Scientists with strong machine learning or deep learning backgrounds. Our mission is to develop hard AI technologies that enable us to reach hundreds of millions of users. As a research scientist at Baidu, you will be uniquely positioned to contribute to this mission, while also learning a lot about deep learning/machine learning, and extending the state-of-the-art in AI. We have a large systems team which is developing the next generation of deep learning platform. Our systems team's goal is to make it easy for you to (i) express your machine learning ideas in code, and (ii) quickly run experiments, so that you can quickly get results, learn, and iterate. By providing great training, software tooling, and hardware infrastructure, we aim to help you make rapid progress in AI research. Our emphasis is on tackling hard AI technologies that, if successful, will improve the lives of at least 100 million people. With an emphasis on deep learning, our work spans vision, speech recognition, NLP, and many other areas. Here's what you will do: Learn about deep learning. Learn about computer systems for building scalable learning algorithms. Work with the team to create new deep learning algorithms and applications. Run experiments, learn, iterate. Create software that reaches hundreds of millions of users.

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Page 1: Baidu Research - Research Scientist - Machine Learning

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.

Page 2: Baidu Research - Research Scientist - Machine Learning

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.