Advanced Medical Image Analysis Specialist

21 hours ago

Tiruchi, Tamil Nadu, India beBeeData Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Unlocking Medical Image Analysis Opportunities

We are seeking a seasoned professional to spearhead our medical image analysis initiatives, applying cutting-edge deep learning techniques to drive innovative solutions.

Key Responsibilities:

  • Select and optimize features for classifier engines using deep learning methods.
  • Understand problem domains and apply suitable image processing techniques.
  • Solve supervised and unsupervised learning problems using AI/Deep Learning techniques.
  • Design solutions for complex medical image analysis problems using Deep Learning/Object Detection/Image Segmentation.
  • Recommend best practices for statistical modeling application.
  • Create, train, test, and deploy neural networks to solve complex problems.
  • Develop scalable data science architectures for training, inference, and deployment pipelines.
  • Ensure code quality, readability, and maintainability by enforcing software engineering best practices.
  • Optimize models for production, including quantization, pruning, and latency reduction.
  • Drive adoption of versioning strategies for models, datasets, and experiments.

Requirements:

  • Strong software engineering skills in Python 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.
  • 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.
  • Able to understand complete problem domains and design solutions that fit all constraints.
  • Knowledge of common data science and deep learning libraries and toolkits.
  • Good applied statistical skills.
  • Exposure to Agile methodologies and collaborative development practices.
  • Experience with RESTful APIs.
  • Familiarity with model optimization techniques.
  • Expertise in model distillation.

Bonus Points:

  • Experience designing and building ML architecture components.
  • Solid understanding of software design patterns, microservices, and cloud-native architectures.

About This Role:

This is a challenging opportunity for a talented Data Scientist to make a significant impact in the field of medical image analysis. If you have a passion for driving innovation and excellence, we encourage you to apply.

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