Ambarella Corp.

Ambarella Corp.

Sr. Software Engineer

US Headquarters · Senior · Full-time

Sponsorship not specified$161k-$182kDetected 32 days ago
PythonC++Code ReviewDockerMachine LearningDeep LearningTensorFlowPyTorchComputer VisionEmbedded SystemsElectrical EngineeringCommunication

About the role

  • AI Vision Processors For Edge Applications Our solutions make cameras smarter by extracting valuable data from high-resolution video streams.
  • PyTorch and AI Expertise: - Train model for quantization and pruning.

Responsibilities

  • Create scripts and utilities for data preprocessing, model training, validation and inference.
  • Develop and implement optimization techniques to improve training and inference speed.
  • Develop comprehensive tutorials and examples to use model garden effectively.

Requirements

  • Knowledge of ML lifecycle - data preprocessing, training, deployment and inference,
  • Experience with specific hardware architectures (e.g., NVIDIA GPUs, custom ASICs).
  • Industry experience in related field.
  • The ideal candidate will possess expertise in neural networks, hardware architecture, and embedded programming.
  • Required:
  • BS in Computer Science, Electrical Engineering, or a related field.
  • Developing or using deep learning frameworks (e.g., Tensorflow, PyTorch).
  • deep learning and its applications to computer vision (e.g., classification, object detection, and segmentation)
  • Strong C/C++ and Python programming skills.
  • Modern software development methodologies: source control, code review, unit testing, and peer reviews.
  • Team player with strong communication skills.
  • Preferred:
  • MS in Computer Science or related fields.
  • Containerization techniques like docker

Nice to have

  • Familiarity with compression techniques like QAT, pruning (nice to have)

Compensation

  • The base salary range is $161,000 - $182,000.

Benefits

  • AI Vision Processors For Edge Applications
  • You will be responsible to build and deploy state of the art deep learning models onto the Ambarella SoC.

Company info

  • We are seeking a highly skilled and motivated embedded software Engineer to join our team and optimize various AI models for CVflow.
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This listing is sourced directly from Ambarella Corp.'s careers page and normalized into a canonical job model.