Machine Learning Engineer

10 hours ago


Delhi, Delhi, India Perfios Software Full time

Job Title: Machine Learning Engineer - Image Processing and Computer Vision

About the Role:

We are seeking a highly skilled Machine Learning Engineer with expertise in image processing and computer vision to join our team at Perfios Software. As a key member of our engineering team, you will be responsible for designing and implementing deep learning models for image-related tasks.

About the Job:

The successful candidate will have hands-on experience with image data and CNN-based architectures. You should have worked on deep learning frameworks like PyTorch, TensorFlow, or Keras and be proficient in Python with packages like NumPy, Pandas, and OpenCV.

Key Responsibilities:

  • Collaborate with product and engineering teams to understand requirements and devise possible solutions.
  • Explore existing research papers, ideas, and codebases that can be leveraged in current tasks.
  • Search for open-source datasets and/or design synthetic data pipelines (including data augmentation).
  • Devise and implement experiments using DL/ML models.
  • Evaluate the experiments to find failure patterns and come up with improvements in data/model architecture/loss function etc.
  • Communicate results and ideas to key stakeholders.
  • Optimize the models for production and collaborate with software engineers for deployment.

Requirements:

  • Hands-on experience in dealing with image data and CNN-based architectures.
  • Should have worked on deep learning frameworks (like PyTorch, TensorFlow, Keras etc.).
  • Proficient in Python and packages like Numpy, Pandas, OpenCV.
  • Good understanding of data structures and algorithms along with OOPS, Git, SDLC.


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