Software Algorithm Engineer

SOFTWARE DEVELOPMENT Santa Clara, California


Description

  • Research new image and color processing or computer vision techniques and technologies for digital camera systems.
  • Developed both machine learning based and low-power based models and algorithms for image and color processing or computer vision.
  • Conducted data engineering, image processing, model training, parameter tuning, performance and complexity evaluations.
  • Expand company’s ISP or CV solution to new levels of functionality, quality, and performance.
  • Assist the hardware design team with algorithm implementation and validation.
  • Image quality tuning and measure.
  • Conducted comprehensive R&D on computer vision algorithms and image processing methodologies.
  • Algorithm documentation.

Requirements:  Bachelor’s degree in Computer Science, Mathematics, Financial Mathematics, or related fields and two years of experience in software development. A Master’s degree is acceptable in lieu of the two-year experience.

Require experience or skills in

  • Programming using C++, Python.
  • Algorithms, data structures, and object-oriented design
  • SQL development
  • Quantitative modeling and simulation methodologies
  • Web scraping techniques
  • Data cleaning, data manipulation and statistical analysis
  • Python packages such as NumPy, SciPy, and Pandas
  • Implement machine learning models (Lasso, Ridge, Random Forest, SVR, Xgboost)