Concept engineer for Power and Performance in ML
Intel
Timisoara, RO
4 zile în urmă

Job Description

A cross-disciplinary breed :

  • Explore new solutions to optimize / improve scheduling of NN operations on HW resources
  • Build / train / use AI applications to refine the solution search space
  • Create the tools necessary to stress-test the HW performance (power / throughput) at pre-silicon age
  • Build high-level models to predict numeric precision, and facilitate NN debugging on HW target
  • Analyze client models and provide solution to optimize their efficiency
  • Debug HW / SW-simulations and propose solutions when necessary
  • Qualifications

  • Computer architecture
  • ML from concept to working-knowledge
  • Python + ML any frameworks (TF, PT, ONNX, etc)
  • Embedded SW development
  • Basic IC-engineering / digital design
  • Advantages :

  • RTL design / validation
  • FPGA prototyping
  • Math and concepts behind AI / CV algorithms
  • Product level design
  • Raportați această lucrare
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