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Open nowPosted 357 days ago

NPU Architect

semron11 open roles

Where
Dresden, DE (primary site)
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Your applicationOpen nowNPU Architectsemron · Dresden, DE (primary site)

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  2. 3.6%3 days
  3. 8.0%7 days
  4. 15.0%14 days
  5. 34.2%30 days
This job: posted 357 days ago

The posting

About the Role

In this role you'll be responsible to design the next iteration of SEMRON's 3D in-memory compute chip. You will collaborate with a team of hardware, compiler and ML engineers to optimise all aspects of executing ML workloads based on our capacitive analog in-memory matrix-vector multiplication units.

What you will do:

  • Design and specify the structure and internal organisation of core architecture modules, aligned with workload requirements and software deployment processes.
  • Partner with the software team to evaluate module performance and efficiency for key workloads, uncover performance constraints, and inform architectural choices.
  • Monitor emerging trends and research in AI workloads, hardware architectures, and applications to guide the evolution of next-generation architectures.

What you should bring in:

  • BS/MS/PhD in EE, CS, or a related field
  • Understanding in computer architecture, digital design, and micro-architecture concepts
  • Familiarity with AI/ML algorithms, frameworks, and workloads
  • Programming experience in C/C++ and Python

Helpful but not required:

  • Hands-On Experience with ML Hardware Exploration Frameworks like Timeloop, ZigZag, etc.
  • Hands-On Experience with HDLs such as Verilog or System Verilog
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