Software Engineer

Microsoft
1083514
Seating Arrangement Not Specified
Atlanta, GA
Full Time
Pay Range Not Provided
July 13, 2021
Direct Hire

Language(s):

  • C#
  • C++

Interview Format(s):

  • Not Specified

Interview Content(s):

  • Not Specified
We are the deep learning platform team delivering the cutting-edge infrastructure for Microsoft search experience. This is a core engineering team dealing with tens of thousands production servers, sub-millisecond latency and millions of RPS traffic. We develop advanced vector search algorithms, optimize model acceleration kernels, and build large scale distributed deep learning serving system. Our system leverages popular open-source components including ONNX, PyTorch, TensorFlow, Docker, Kafka, g-RPC, etc. We work on wide range of CPU and GPU hardware for high-performance serving.

Responsibilities

We are expanding our established deep learning platform to the largest scale in industry, in order to serve the growing demand of search volume, office intelligence and Dynamics experience. We are looking for a strong system engineer to help us:

· System feature development

· Algorithm research together with Microsoft Research

· System performance profiling and scaling-up

· Distributed system debugging

Our projects collaborate with the Microsoft Research deeply. This is a great opportunity to work on a large production system with cutting-edge technology innovation.

We are expanding our established deep learning platform to the largest scale in industry, in order to serve the growing demand of search volume, office intelligence and Dynamics experience. We are looking for a strong system engineer to help us:

· System feature development

· Algorithm research together with Microsoft Research

· System performance profiling and scaling-up

· Distributed system debugging

Our projects collaborate with the Microsoft Research deeply. This is a great opportunity to work on a large production system with cutting-edge technology innovation.

Qualifications

Required Qualifications:

· BS/MS in Computer Science

· Fluent in C++ or C#, or another Object-Oriented language

· A passion for distributed platform development

· Able to quantitatively evaluate, implement and verify a solution in a distributed environment, using simulation, testing, counters, logging, and other methodologies.

Preferred Qualifications:

· Experience on high performance computing (e.g., cache/memory optimization, high-performance GPU programming, compiler-based optimization, fine-grained parallel library and runtime) or distributed systems (e.g., communication optimization, network architecture design, network programming) is a plus.

· Theory and practice on the approximate nearest neighborhood search are a plus.

· Experience on building Machine Learning/Deep Learning systems is a plus.

· Experience on performance analysis and optimization for both CPUs and GPUs, as well as good understanding on software-hardware codesign, is a plus.

#WebXTPlatform#

#MicrosoftATL

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request via the Accommodation request form.

Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.

Required Qualifications:

· BS/MS in Computer Science

· Fluent in C++ or C#, or another Object-Oriented language

· A passion for distributed platform development

· Able to quantitatively evaluate, implement and verify a solution in a distributed environment, using simulation, testing, counters, logging, and other methodologies.

Preferred Qualifications:

· Experience on high performance computing (e.g., cache/memory optimization, high-performance GPU programming, compiler-based optimization, fine-grained parallel library and runtime) or distributed systems (e.g., communication optimization, network architecture design, network programming) is a plus.

· Theory and practice on the approximate nearest neighborhood search are a plus.

· Experience on building Machine Learning/Deep Learning systems is a plus.

· Experience on performance analysis and optimization for both CPUs and GPUs, as well as good understanding on software-hardware codesign, is a plus.

#WebXTPlatform#

#MicrosoftATL

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request via the Accommodation request form.

Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.