ML Model Software Engineer/Compiler/ML Software Engineer
Company: TetraMem - Accelerate The World
Location: Fremont
Posted on: August 2, 2022
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Job Description:
TetraMem is a fast-growing well-funded startup company working
on the next generation of computing platforms with unique
ReRAM-based in-memory computing technologies. We are hiring in
multiple positions from software to hardware.
In this role you will be part of a world-class system design team
responsible for the development and deployment of software
solutions for a revolutionary computing system, which we believe
can reduce the energy consumption of AI processing by two orders of
magnitude over conventional digital solutions. This will completely
disrupt the AI IoT landscape. It is based on our unique computing
memory device with multi-bit-level capacity per cell, which is
nonvolatile with excellent retention and endurance. We offer a very
competitive compensation, commensurate with experience, and a full
benefits package including medical, professional PTO, 401k, daycare
subsidy, and other perks.
Compiler/ML Software EngineerRequirements:--- MS or PhD in Computer
Engineering/CS/EE--- 5+ years commercial HW engineering
experience--- Experience developing compilers for GPU compiler,
dataflow compiler, or ML compiler--- Experience with ML model
quantization and pruning techniques--- Startup
mindset/experience
Experience in one or more of the following areas considered a
strong plus:--- Knowledge of popular CPU/GPU compilers such as GCC,
Clang--- Knowledge of ML compilers such as Glow, TVM, MLIR, or
XLA--- Experience with LLVM and other open-source compiler
libraries and tools--- Publications on compilation of ML or
dataflow programs for HW acceleration
ML Model Software Engineer In this role you will be part of a
world-class system design team responsible for the development and
deployment of software solutions for a revolutionary computing
system, which we believe can reduce the energy consumption of AI
processing by two orders of magnitude over conventional digital
solutions. This will completely disrupt the AI IoT landscape. It is
based on our unique computing memory device with multi-bit-level
capacity per cell, which is nonvolatile with excellent retention
and endurance. We offer a very competitive compensation,
commensurate with experience, and a full benefits package including
medical, professional PTO, 401k, daycare subsidy, and other
perks.
Requirements:--- MS or PhD with published research work in ML model
optimization, post-training quantization, consideration of
different datasets and different constrains (bit-accuracy, model
size, latency and so on).--- Experience with popular ML frameworks,
such as PyTorch and TensorFlow--- Startup mindset/experience
Experience in one or more of the following areas considered a
strong plus:--- Experience with popular light-weight ML models on
edge inference--- Hands-on experiences with deploying/evaluating ML
models on resource/power-limited computing platforms.--- Experience
providing technical leadership and/or guidance to other
engineers
Keywords: TetraMem - Accelerate The World, Fremont , ML Model Software Engineer/Compiler/ML Software Engineer, IT / Software / Systems , Fremont, California
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