Senior Deep Learning Systems Architect
Company: NVIDIA Corporation
Location: Santa Clara
Posted on: September 17, 2023
Job Description:
Senior Deep Learning Systems Architect page is loaded Senior
Deep Learning Systems Architect Apply locations US, CA, Santa Clara
time type Full time posted on Posted 7 Days Ago job requisition id
JR1966811 We are now looking for a Deep Learning Systems
Architect!NVIDIA is seeking architects like you to help design
hardware accelerator and processor architectures that enable state
of the art machine learning and data analytics algorithms and
applications on our next-generation mobile, embedded and datacenter
platforms. This position offers you the opportunity to have a real
impact in a dynamic, technology-focused company.What you'll be
doing:
- As a member of our deep learning architecture team, you will
contribute to features that help next-generation GPUs and systems
advancing the state of AI.
- This position requires you to keep up with the latest DL
research and collaborate with diverse teams (internal and external
to NVIDIA), including DL researchers, hardware architects, and
software engineers.
- As a system architect for NVIDIA's offerings for AI systems,
you will participate in engineering projects and co-design
architecture for systems from conception, specification and
prototyping.
- Understanding various AI/DL workloads and their mapping to
underlying HW and Systems. Identifying potential improvements and
bottlenecks, proposing solutions to address existing gaps, and
accelerate/improve current systems/methods.
- Comprehensive analyses from first principles of various deep
learning techniques, system optimizations to build out analytical
models as well as implementing prototypes, and benchmarking to
test/prove ideas.What we need to see:
- MS (or equivalent experience) or PhD degree in computer
science, computer architecture, electrical engineering or related
field with 6+ years of relevant work experience. Additional
equivalent experience in several of the relevant areas listed below
can substitute for an advanced degree.
- Strong background in at least a few of the following relevant
areas is required in your work history: Machine learning (with
focus on Deep Neural Networks), including a solid understanding of
DL fundamentals; Experience adapting and training DNNs for various
tasks; Experience developing code for one or more of the DNN
training frameworks (such as PyTorch, TensorFlow or JAX): Numerical
analysis, Performance analysis and optimization & Computer
architecture.
- Programming fluency with C++ and ideally Python.
- Work experience with GPU computing (CUDA, OpenCL, OpenACC) and
HPC (MPI, OpenMP) is a huge plus.Intelligent machines powered by AI
computers that can learn, reason and interact with people are no
longer science fiction. Today, a self-driving car powered by AI can
meander through a country road at night and find its way. An
AI-powered robot can learn motor skills through trial and error.
This is truly an extraordinary time. The era of AI has begun.
NVIDIA is widely considered to be one of the technology world's
most desirable employers. We have some of the most forward-thinking
and hardworking people in the world working for us. If you're
creative, autonomous and love a challenge, we want to hear from
you! Come, join our Deep Learning Architecture team and help build
the real-time, cost-effective computing platform driving our
success in this exciting and quickly growing field.The base salary
range is $176,000 - $333,500. Your base salary will be determined
based on your location, experience, and the pay of employees in
similar positions. You will also be eligible for equity and
benefits . NVIDIA is committed to fostering a diverse work
environment and proud to be an equal opportunity employer. As we
highly value diversity in our current and future employees, we do
not discriminate (including in our hiring and promotion practices)
on the basis of race, religion, color, national origin, gender,
gender expression, sexual orientation, age, marital status, veteran
status, disability status or any other characteristic protected by
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Us 0:00 -/ - 3:32 NVIDIA is a Learning Machine NVIDIA pioneered
accelerated computing to tackle challenges no one else can solve.
Our work in AI and the metaverse is transforming the world's
largest industries and profoundly impacting society. Learn more
about NVIDIA .
Keywords: NVIDIA Corporation, Santa Clara , Senior Deep Learning Systems Architect, Other , Santa Clara, California
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