Image Analysis and Machine Learning Expert

1 day ago

Bellary, Karnataka, India beBeeMachineLearning Full time ₹ 80,00,000 - ₹ 1,40,00,000
Job Opportunity: H&E Image Analysis Scientist / Machine Learning Expert

We are seeking a highly motivated individual with expertise in machine learning for histopathology image analysis to join our research team.

This role is ideal for researchers looking to apply advanced computational methods to biomedical challenges and contribute to the development of novel diagnostic tools.

  • Design, develop, and train convolutional neural networks (CNNs) and related ML models on H&E-stained histology images to improve image-based predictions.
  • Utilize and extend tools such as QuPath for cell annotations, segmentation models, and dataset curation to support model training and validation.
  • Preprocess, annotate, and manage large image datasets to enhance model accuracy and robustness.
  • Collaborate with cross-disciplinary teams to integrate image-based predictions with molecular and clinical data for improved diagnosis and treatment outcomes.
  • Analyze model performance and contribute to the improvement of accuracy, efficiency, and robustness.
Essential Qualifications:
  • PhD in Computer Science, Biomedical Engineering, Data Science, Computational Biology, or a related field.
  • Demonstrated research experience in machine learning, deep learning, or biomedical image analysis.
  • Strong programming skills in Python and experience with ML frameworks such as TensorFlow or PyTorch.
  • Familiarity with digital pathology workflows, image preprocessing/augmentation, and annotation tools.
  • Ability to work collaboratively in a multidisciplinary research environment.
Preferred Qualifications:
  • Background in cancer histopathology or biomedical image analysis.
  • Knowledge of multimodal data integration, including spatial transcriptomics.

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