Microsoft

Research Software Engineer - Deep Learning (BB-AD4C6)

Encontrado en: Neuvoo AR

Descripción:

This position can be based in Mexico, Colombia, Chile, Argentina, Costa Rica, Brazil, Puerto Rico.

Are you excited about the latest advances in deep learning for NLPand Computer Vision?Do you want topushboundariesofNeural Architecture Search (NAS)? We are looking forresearch engineers to contributeonseveral ambitious projects that not onlyaimsfor novel advances in research but alsohas anenormous opportunityto makeapositive impact on over a billion users on thisplanet!

While recent advances in NLP fueled by deep learningthroughnewtransformer-basedarchitectures like BERT and GPTserieshave been stunning, they still leave a lot to desire. We continue to see novel architecturesinventedfrom long and laborioustrialanderror. In our group, we intend to find the next generation efficientattention-basedarchitectures in systematic and principledmannerthrough advances in fields such as Neural Architecture Search (NAS)andAutoMLin general. We aspire to leverage severalstate-of-the-arttechniques such as compression, distillation,quantizationin addition to NAS to produce models that are truly ready to make an impact on the world.

Microsoft Research is a unique place that offers one of the largestnetworksof world class researchers across 8 labs around the world. Research internships at Microsoft Researchprovideshighly valuable and globally recognized experience that aspires to help your researchand engineering goals.

If youarepassionate about researchand engineeringindeep learning,NLP,computervisionand/or NAS please get in touch with usASAP!

Note: this is a remote position. The successful applicant will be provided with resources necessary to work remotely.

Responsibilities

Responsibilities

  • Collaboratewith researchers to develop and drive a high-impact research and engineeringagenda.
  • Develop and test out new ideasto advancethe state-of-the-art inresearch.
  • Buildhigh performanceframeworksthatallowsrapid experimentationandproof of conceptsthat canultimatelyevolvefor deployment in production for billions of users.
  • Co-authorand contribute toresearchpapers and presentations. 
  • Qualifications

    Required Qualifications

  • Bachelor’s degree in Computer Science or related field.
  • Strongprogramming skillsin Python.
  • Demonstrated expertisewithdeep learningframeworks such asPyTorch.
  • Fluent in written and spoken English.
  • Preferred Qualifications

    Please highlight any ofbelowin your applicationif it applies to you.Wealsohighly recommend includingURLs of your publicGitHub reposwherenecessary.

  • Clearunderstanding ofinternalsof deep learning tools,librariesand frameworks.
  • Comfortable with cross-platform development and working with cloud-baseddeep learninginfrastructure.
  • Demonstratedtrackrecordofdevelopinganddebuggingcomplexmachine learning systems.
  • Solid CS fundamentalsin algorithms and data structures.
  • Curiosityto keep up with recentresearchpapersandrapidly digest new ideas in the field.
  • calendar_todayhace 5 días

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