- You will research and develop an understanding of state-of-the-art insights, tools, and technologies and apply deep subject matter knowledge to support planning for research projects. You'll begin to evaluate insights based on their impact and value.
- You will advance a research agenda through one or more research projects, yielding new algorithms, prototypes, insights, and more. You will contribute to ethics and privacy policies and help develop technologies that uphold company values.
- You will expand collaborative relationships with relevant product or business groups and participate in activities such as filing patents and authoring white papers. You'll collaborate with other researchers and publish papers as a lead author.
- You will provide mentorship by participating in onboarding junior team members. You'll guide junior team members in processes and scenarios, research projects, and their careers.
- Develop and maintain a cutting-edge open-source project to accelerate and optimizeinference of LLMs on GPUs and CPUs.
- Doctorate in relevant field such as high-performance computing systems (e.g., cache/memory optimization, high-performance GPU programming, compiler-based optimization, fine-grained parallel library and runtime), or parallel/distributed systems (e.g., communication optimization, network architecture design, network programming).
- OR equivalent experience.
- 1 year(s) of experience with distributed systems and at least one of the following C, CUDA, Python.
- Doctorate in relevant field AND 2 years related research experience
- OR equivalent experience.
- Experience publishing academic papers as a lead author or essential contributor.
- Experience participating in a top conference in relevant research domain such as
- high-performance computing systems (e.g., cache/memory optimization, high-performance GPU programming, compiler-based optimization, fine-grained parallel library and runtime), or parallel/distributed systems (e.g., communication optimization, network architecture design, network programming).
- Experience with CUDA, CUTLASS, Triton, and other programming libraries for writing kernels for GPUs.
- Experience with performance analysis and optimization for CPUs and GPUs
- History of open-source contributions and working with open-source communities.
- Experience with machine-learning (ML) and familiarity with an existing ML framework (e.g., PyTorch, TF)
- Experience with Linux, Docker, and Git
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Senior Researcher - Redmond, United States - Microsoft Corporation
Description
Are you interested in developing and optimizing deep learning systems and LLMs? Are you interested in designing novel technology to accelerate training and highly-efficient inference of cutting-edge LLMs? Do you want to scale LLMs to their limits on massive supercomputers? Are you interested in being part of an exciting open-source library for deep learning systems? The DeepSpeed team is hiring
Microsoft's DeepSpeed is an open-source library built on the PyTorch (machine learning framework) ecosystem that combines numerous research innovations and technology advancements to make deep learning efficient and easier to use.
Our OSS (Open Source Software) has powered many advanced models like MT-530B and BLOOM, and it supports unprecedented scale and speed for both training and inference.
The DeepSpeed team is also part of the larger Microsoft AI at Scale initiative, which is pioneering the next-generation AI capabilities that are scaled across the company's products and AI platforms.
The
DeepSpeed
team is looking for a
Senior Researcher with passion for innovations and for building high-quality systems that will make significant impact inside and outside of Microsoft.
We are looking for candidates with systems skills and passionate about driving innovations to improve the efficiency and effectiveness of deep learning systems.
We value creativity, agility, accountability, and a desire to learn new technologies.Microsoft's mission is to empower every person and every organization on the planet to achieve more.
As employees we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals.
Each day we build on our values of respect, integrity, and accountability to create a culture of inclusion where everyone can thrive at work and beyondResponsibilities
Qualifications
Required/Minimum Qualifications
Additional or Preferred Qualifications:
There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $145,800 - $238,600 per year.
Certain roles may be eligible for benefits and other compensation.Find additional benefits and pay information here:
\#WebXTPlatform#
\#WebXT#
\#DeepSpeed#
\#NSBE
Microsoft is an equal opportunity employer.
Consistent with applicable law, all qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances.
If you need assistance and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations ) .