• Machine Learning Software Senior or Staff Engineer Jobs in Canada - 23631922

  • Qualcomm Inc
  • Canada
  • Save Job
  • 3 - 6 Years
  • Posted : above 1 month

Job Description:

Job Overview Do you want to work in the biggest emerging field of technology since the birth of the Internet Machine learning is impacting EVERYTHING As a member of the machine learning group you get to apply your neurons to our neural net processing engines We combine high performance software with cutting edge hardware to run deep neural nets FAST! Responsibilities may include

System SW performance bottleneck analysis in architecture and design
Development of AI profiling tools for neural processor engines
Create SW optimizations to accelerate neural net operations using highly parallel code
Deepen knowledge of leading edge neural network models from TensorFlow/TLite, Caffe / Caffe2, ONNX, etc
Enhance validation techniques and tools for performance, accuracy and power of neural network models

Minimum Qualifications Bachelors degree in Engineering, Information Systems, Computer Science, or related field

2 years Software Engineering or related work experience

2 years experience with Programming Language such as C, C , Java, Python, etc

Preferred Qualifications We are looking for 3 years of relevant industry experience
2 years of experience with C/C and python
Strong analytical and debugging skills
Must be eligible to work in Canada Preferred Qualifications

Familiar with parallel computing concepts such as multi-threading, parallel vector and matrix operations
Experience with linear algebra math libraries
Android or embedded Linux software development
Experience programming for DSPs, OpenCL, or OpenGL ES
Python experience with numpy, pandas, matplotlib
Experience with machine learning frameworks such as Caffe, TensorFlow, Keras, PyTorch, ONNX
Experience working with neural network models such as CNNs, RNN/LSTM, Transformer, NMT
Familiar with QoS, compute, memory, and power optimizations
Experience with hardware driver development
Experience with edge AI runtimes
Excellent communication skills (written and verbal)
Ability to collaborate across a globally diverse team and multiple interests

Education Requirements Minimum Bachelors Computer Science, Computer Engineering, or Electrical Engineering

Keywords AI, machine learning, neural network, C/C , optimization

Profile Summary:

Employment Type : Full Time
Eligibility : Any Graduate
Industry : IT-Hardware/Networking, Telecom
Functional Area : IT Software : Software Products & Services
Role : Software Engineer
Salary : As per Industry Standards
Deadline : 17th Mar 2020

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