Senior Medical Imaging Data Analyst

3 days ago

Dindigul, Tamil Nadu, India beBeeDataScientist Full time ₹ 20,00,000 - ₹ 30,00,000

We're seeking a senior data scientist to spearhead medical image diagnostics, leveraging deep learning and AI techniques. The successful candidate will be responsible for developing intelligent products that provide holistic, ethical, and patient-centric care.

  • Selecting features, building, and optimizing classifier engines using deep learning techniques.
  • Understanding the problem and applying suitable image processing techniques.
  • Applying AI/deep learning techniques to solve supervised and unsupervised learning problems.
  • Designing solutions for complex medical image analysis problems using Deep Learning/Object Detection/Image Segmentation.
  • Implementing best practices around statistical modeling.
  • Developing, training, testing, and deploying neural networks to solve complex problems.
  • Designing and implementing scalable data science architectures for training, inference, and deployment pipelines.
  • Ensuring code quality, readability, and maintainability by enforcing software engineering best practices.

Requirements:

  • Strong software engineering skills in Python with emphasis on clean code, modularity, and testability.
  • Excellent understanding and hands-on of Deep Learning techniques such as ANN, CNN, RNN, LSTM, Transformers, VAEs etc.
  • Experience with Tensorflow or PyTorch framework in building, training, testing, and deploying neural networks.
  • Experience in solving problems in the domain of Computer Vision.
  • Knowledge of data, data augmentation, data curation, and synthetic data generation.
  • Ability to understand complete problems and design solutions that fit 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.
  • Experience with RESTful APIs.

Education: BE/B Tech MS/M Tech (bonus)

Experience: 3-5 Years

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