AI/HPC Systems Performance Engineer
Meta Platforms, Inc.-
Job Type
Full Time -
Experience
8-10 year -
Salary
$205,000 - $281,000 / Year -
Location
Menlo Park, CA, USA -
Job Function
-
Industry
Information Technology -
Qualification
Key Skills
Aartificial intelligence, C++, Design, Effective communication skills, High performance computing- HPC, Python Programming, PyTorch, TensorFlow
Job Description
Meta's AI Training and Inference Infrastructure is growing exponentially to support ever increasing use cases of AI. This results in a dramatic scaling challenge that our engineers have to deal with on a daily basis. We need to build and evolve our network infrastructure that connects myriads of training accelerators like GPUs together. In addition, we need to ensure that the network is running smoothly and meets stringent performance and availability requirements of RDMA workloads. These workloads expect a loss-less fabric interconnect with minimal latency. To improve performance of these systems we constantly look for opportunities across stack: network fabric and host networking, comms lib and scheduling infrastructure.
AI/HPC Systems Performance Engineer Responsibilities
- Lead multi-disciplinary teams to develop solutions for large scale training systems. Assess trade-offs of various solutions and make pragmatic decisions.
- Ensure timely milestone delivery with teamwork and close collaboration
- Responsible for the overall performance of the communication system, including performance benchmarking, monitoring and troubleshooting production issues.
- Defining technical vision and driving a multi-year roadmap to make progress towards the related objectives.
- Work with cross functional teams and provide guidance on the AI network architecture including topologies, transport, congestion control techniques.
Minimum Qualifications
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- Experience with developing, evaluating and debugging host networking protocols such as RDMA.
- 10+ years of experience in designing, deploying and operating networks.
- Experience with triaging performance issues in complex scale-out distributed applications.
Preferred Qualifications
- Experience with developing communication libraries, such as MPI, NCCL, and UCX.
- Understanding of AI training workloads and demands they exert on networks.
- Understanding of RDMA congestion control mechanisms on IB and RoCE Networks.
- Understanding of the latest artificial intelligence (AI) technologies.
- Experience with machine learning frameworks such as PyTorch and TensorFlow
- Experience in developing systems software in languages like C++
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Company Info.
Meta Platforms, Inc.Meta Platforms (formerly known as Facebook Inc.) is a large technology company that was founded in 2004 by Mark Zuckerberg and several of his college roommates. The company is based in Menlo Park, California, and is primarily known for its flagship social media platform, Facebook. In addition to its consumer-facing products, Meta Platforms also offers a range of advertising and marketing services to businesses and organizations.
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IndustryAdvertising,Consumer electronics,Social media Company,Artificial intelligence
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No. of Employees76,000
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Location1 Hacker Way, Menlo Park, CA 94025, USA
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Website
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Jobs Posted
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Meta Platforms, Inc.New York, NY, USA
8-10 year
Director, Data Science - Monetization Infrastructure
Meta Platforms, Inc.Bellevue, WA, USA
8-10 year
Director, Data Science - Monetization Infrastructure
Meta Platforms, Inc.Sunnyvale, CA, USA
8-10 year
Research Scientist Manager, Generative AI - LLama
Meta Platforms, Inc.San Francisco, CA, USA
6-8 year
Graphics Software Engineer- Pipeline/Tooling, Reality Labs (Avatars)
Meta Platforms, Inc.Bellevue, WA, USA
6-8 year
Graphics Software Engineer- Pipeline/Tooling, Reality Labs (Avatars)
Meta Platforms, Inc.Seattle, WA, USA
6-8 year
Graphics Software Engineer- Pipeline/Tooling, Reality Labs (Avatars)
Meta Platforms, Inc.Burlingame, CA, USA
6-8 year
Research Scientist Intern, Generative AI/3D Scene Understanding (PhD)
Meta Platforms, Inc.Sunnyvale, CA, USA
0-2 year
Research Scientist Intern, Generative AI/3D Scene Understanding (PhD)
Meta Platforms, Inc.Redmond, WA, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.Menlo Park, CA, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.New York, NY, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.San Francisco, CA, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.Seattle, WA, USA
0-2 year
Research Scientist Intern, Video Recommendations (PhD)
Meta Platforms, Inc.Bellevue, WA, USA
0-2 year
Research Scientist Intern, Video Recommendations (PhD)
Meta Platforms, Inc.Menlo Park, CA, USA
0-2 year
Visiting Researcher, AI Mentorship Program, Modern Recommendation Systems
Meta Platforms, Inc.New York, NY, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Menlo Park, CA, USA
2-4 year
Visiting Researcher, AI Mentorship Program, Modern Recommendation Systems
Meta Platforms, Inc.San Francisco, CA, USA
2-4 year
Visiting Researcher, AI Mentorship Program, Modern Recommendation Systems
Meta Platforms, Inc.Seattle, WA, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.San Francisco, CA, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Seattle, WA, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.New York, NY, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA
2-4 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Bellevue, WA, USA
10-12 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.New York, NY, USA
2-4 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Menlo Park, CA, USA
2-4 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Seattle, WA, USA
2-4 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA
2-4 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.New York, NY, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Burlingame, CA, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Seattle, WA, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Redmond, WA, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.United States
10-12 year
Research Scientist Intern, Speech & Audio Technologies (PhD)
Meta Platforms, Inc.London, UK
0-2 year
Research Scientist, 3D Computer Vision & Machine Learning (PhD)
Meta Platforms, Inc.London, UK
2-4 year
Data Engineer, Analytics
Meta Platforms, Inc.Austin, TX, USA; Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Durham, NC, USA; Fremont, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States; Washington D.C., DC, USA
4-6 year
Data Engineer, Product Analytics
Meta Platforms, Inc.Austin, TX, USA; Bellevue, WA, USA; Burlingame, CA, USA; Fremont, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; Washington D.C., DC, USA
4-6 year
Research Scientist, Machine Learning (PhD)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States; Washington D.C., DC, USA
0-2 year
Research Scientist, Systems and Infrastructure (PhD)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; Washington D.C., DC, USA
4-6 year
Data Scientist, Reality Labs Sales Analytics
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Chicago, IL, USA; Fremont, CA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States
4-6 year
Software Engineer, Machine Learning - Monetization
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Fremont, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA
4-6 year
Software Engineer - ML Systems (Technical Leadership)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA; United States
2-4 year
Program Analyst - Publishing Services
Meta Platforms, Inc.Austin, TX, USA; Bellevue, WA, USA; Boston, MA, USA; Chicago, IL, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; Sunnyvale, CA, USA
6-8 year
Software Engineer (Leadership) - Machine Learning
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States
8-10 year
Postdoctoral Researcher, Artificial Intelligence (PhD)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA; United States
0-2 year
Research Engineer, Language - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA; Menlo Park, CA, USA; New York, NY, USA; Redwood City, CA, USA; San Francisco, CA, USA; Seattle, WA, USA; United States
8-10 year
AI Research Scientist - Computer Vision (Technical Leadership)
Meta Platforms, Inc.Boston, MA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Pittsburgh, PA, USA; Redmond, WA, USA; Seattle, WA, USA
6-8 year
Research Scientist Intern, Graph Science and Statistics Research (PhD)
Meta Platforms, Inc.Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA
0-2 year
Product Design Director
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; United States
10-12 year
Data Scientist, SBG Marketing Science
Meta Platforms, Inc.Austin, TX, USA; Chicago, IL, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Program Manager - Publishing Services
Meta Platforms, Inc.Austin, TX, USA; Boston, MA, USA; Burlingame, CA, USA; Chicago, IL, USA; Menlo Park, CA, USA; Sunnyvale, CA, USA; Washington D.C., DC, USA
6-8 year
Software Engineering Manager, Machine Learning
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA
6-8 year
Embedded Software Engineer, Firmware - Reality Labs
Meta Platforms, Inc.Austin, TX, USA; Burlingame, CA, USA; Irvine, CA, USA; Los Angeles, CA, USA; Redmond, WA, USA; San Diego, CA, USA; Sunnyvale, CA, USA
6-8 year
Software Engineer, Language - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA; United States
2-4 year
Software Engineer, Computer Vision - Reality Labs
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA
4-6 year
Software Engineer, Systems ML
Meta Platforms, Inc.Burlingame, CA, USA; Fremont, CA, USA; Menlo Park, CA, USA; Mountain View, CA, USA; Pittsburgh, PA, USA; Sunnyvale, CA, USA
6-8 year
Fundamental AI Research Scientist, CoreML - FAIR
Meta Platforms, Inc.Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Software Engineer, Computer Vision
Meta Platforms, Inc.Burlingame, CA, USA; Menlo Park, CA, USA; Redmond, WA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States
2-4 year
Lead Counsel, Meta Business Group
Meta Platforms, Inc.Austin, TX, USA; Chicago, IL, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; Washington D.C., DC, USA
6-8 year
Software Engineer, Computer Vision (Technical Leadership)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Research Scientist - Ads Long-Term Technology Track
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA; United States
2-4 year
Product Manager, Leader
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA
8-10 year
AI Applied Research Scientist, Speech Recognition
Meta Platforms, Inc.Seattle, WA, USA; Menlo Park, CA, USA
4-6 year
ASIC Engineer, Architecture
Meta Platforms, Inc.Austin, TX, USA; Menlo Park, CA, USA; Sunnyvale, CA, USA
6-8 year
ASIC Engineer, Design Verification
Meta Platforms, Inc.Austin, TX, USA; Menlo Park, CA, USA; Sunnyvale, CA, USA
6-8 year
Audio Research ML Software Engineer
Meta Platforms, Inc.Burlingame, CA, USA; Redmond, WA, USA; Sunnyvale, CA, USA
4-6 year