Intelligent Diagnostic Solutions Specialist

2 weeks ago

Bengaluru, Karnataka, India beBeeData Full time ₹ 1,80,00,000 - ₹ 2,40,00,000

Transforming Medical Image Diagnostics with AI

At our organization, we are driving innovation in medical image diagnostics by leveraging the power of artificial intelligence. We seek individuals who can apply deep learning techniques to unlock new possibilities in this field.

Responsibilities:

  • Select and build classifier engines using deep learning methods.
  • Apply suitable image processing techniques to solve complex problems.
  • Utilize AI/deep learning to address supervised and unsupervised learning challenges.
  • Design solutions for intricate medical image analysis issues using Deep Learning/Object Detection/Image Segmentation.
  • Implement best practices around statistical modeling.
  • Deploy various neural networks to tackle complex tasks.
  • Develop scalable data science architectures for training, inference, and deployment pipelines.
  • Ensure code quality and readability by enforcing software engineering best practices within the team.
  • Optimize models for production, including quantization, pruning, and latency reduction.

Required Skills and Qualifications:

  • Strong software engineering skills in Python (or other languages used in data science) with emphasis on clean code, modularity, and testability.
  • Excellent understanding and hands-on experience with Deep Learning techniques such as ANN, CNN, RNN, LSTM, Transformers, VAEs, etc.
  • Must have experience with Tensorflow or PyTorch framework in building, training, testing, and deploying neural networks.
  • Experience in solving Computer Vision problems.
  • Knowledge of data, data augmentation, data curation, and synthetic data generation.
  • Ability to understand complete problems and design solutions fitting all constraints.
  • Knowledge of common data science and deep learning libraries and toolkits such as Keras, Pandas, Scikit-learn, Numpy, Scipy, OpenCV, etc.
  • Good applied statistical skills, such as distributions, statistical testing, regression, etc.
  • Exposure to Agile/Scrum methodologies and collaborative development practices.

Benefits:

  • Opportunity to work on cutting-edge projects in medical image diagnostics.
  • Collaborative environment with experienced professionals.
  • Professional growth and development opportunities.

Others:

  • 3-5 years of experience in a related field.
  • BE/B Tech MS/M Tech degree.

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