AI Quantization Software Engineer

  • full time
  • 5+ years

Job Description:

- Research existing academic literature and develop advanced quantization schemes.
- Developing hardware-oriented approximations for various neural network operators.
- Work closely with HW and SW architects to define the future generation of NN accelerator HW.
- Gaining expertise in a variety of hardware architectures used for inference on embedded systems.
- Supporting team members to improve quantization accuracy.

Additional Positions:

Algorithm developer

Location:

Hybrid, Tel Aviv - Center

Category:

Software

Job Qualifications:

- B.Sc. in Electrical Engineering, Computer Engineering, or equivalent.
- 5 years experience as SW Engineer
- 3+ years experience in Python
- Proven experience developing neural network models using TensorFlow and PyTorch.
- Deep understanding of the mathematical principles underlying neural network development and training.
- Passion for production level SW development
Advanced:
- Experience with neural network quantization processes.
- Masters degree with a relevant research focus.

Company Occupation:

Video/Audio Related, High Tech, Semiconductor/capital equipment

Company Size:

Large (150+)

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