Software Algorithm Engineer

Description

• ISP algorithm development and ISP tuning.
• Subjective/objective image quality evaluation.
• Auto white balance, color correction and color management.
• Design, modeling, test and analysis of the imaging pipeline.
• Machine learning solution development for real-time image processing, with low latency and low power consumption.
• Train different models with various sensor patterns, such as 4C pattern and Bayer Pattern.
• Improve algorithm to gain higher quality on color images.
• Evaluate and tune existing image processing models and verify performance.
• Write algorithms documentation.
  
  

Job Requirements

Master’s degree in Electrical Engineering, Computer Science, or related fields with course work of computer vision and deep learning.

Must Possess The Demonstrated Knowledge Or Skills Of

• Convolution filters.
• Neural networks, such as CNN model and GAN model.
• CNN in object recognition.
• Multi-class classification and image deionizing.
• Deep learning frameworks.
• Data augmentation.
• Fine-tuning pre-trained models.
• RNN, LSTM and transformers.
• Optimization.
• PyTorch.
  
  

Annual base salary for this role in California, US is expected to be between $126,942 - $134,000. Actual pay will be determined on a number of factors such as relevant skills and experience, and the pay of employees in the similar role.