Image Processing Engineer

1 month ago


Bangalore, India Sapwood Full time

Job Title: Image Processing Engineer - Deep Learning Expert

About the Role:

We are seeking a highly skilled Image Processing Engineer with a strong background in deep learning and traditional image processing algorithms for real-world applications.

Key Responsibilities:

  • Analyzing requirements from the top level and breaking up the problem into algorithms, and choosing the right solution by using traditional or deep learning methods.
  • Designing and realizing identified algorithms.
  • Fine-tuning and optimizing deep learning models (e.g., CNNs, YOLO, Mask-RCNN) for performance and efficiency in production environments.
  • Collaborating with the engineering and product teams to deploy models in real-world applications.
  • Researching and integrating new algorithms and techniques to improve model performance and robustness.
  • Developing custom data augmentation pipelines to improve training efficiency and accuracy.
  • Evaluating model performance and conducting error analysis to guide further improvements.
  • Staying up to date with the latest developments in computer vision and deep learning.

Qualifications:

  • Bachelor's or master's degree in computer science, Artificial Intelligence, or related fields.
  • 4+ years of hands-on experience in deep learning and computer vision.

Essential Qualifications:

  • Proficient in C/C++.
  • Proficiency in traditional image processing algorithms.

Desirable Qualifications:

  • Working experience on algorithms for Surveillance Cameras.
  • Experience with cloud platforms (AWS, Azure) and deploying models in production.
  • Knowledge of edge AI technologies and hardware accelerators.
  • Ability to optimize models for resource-constrained environments.

Work Location: Bangalore



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