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Machine Learning Researcher
Posted on 1/6/2023
INACTIVE
Locations
Montreal, QC, Canada
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Structures & Algorithms
Pytorch
Tensorflow
Python
Requirements
  • Master's or PhD degree in computer science/ electrical/computer engineering or related field
  • Experience building Deep Learning / Machine Learning applications using Python and deep learning libraries such as PyTorch or TensorFlow
  • Understanding of deep learning concepts & foundations
  • Understanding of the IC design flow with a focus on Placement & Routing
  • Knowledge of machine learning applications for automated IC optimization a valuable asset
  • Experience using EDA tools for digital circuit design (Cadence, Synopsys, etc) a valuable asset
Responsibilities
  • Explore suitable machine learning algorithms to assist automated IC design (ex. Chip placement & Routing phases)
  • Work with the deep learning team to develop an optimized software solution for automated integrated circuit (IC) design
  • Design and test IC benchmarks (from netlist to routed design) using open-source frameworks
  • Identify and implement optimal algorithms for automated IC design
  • Writing scientific reports
Huawei

10,001+ employees

Telecommunications & consumer electronics company
Company Overview
Huawei’s mission is to expand the benefits of technology to everyone, everywhere. The company is committed to driving ubiquitous connectivity and promoting equal access to networks to lay the foundation for the intelligent world by providing computing power to deliver seamless cloud experiences, digital platforms, AI, and personalized consumer products.
Company Core Values
  • Stay Customer-Centric
  • Inspire Dedication
  • Grow by Reflection
  • Persevere