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IT & Systems

Job Code

1698796

Data Scientist - Diagnostic AI/Medical Imaging Firm

Value Lane Consulting.4 - 8 yrs.Bangalore
Posted 3 months ago
Posted 3 months ago

Key Responsibilities :

- Design, develop, and implement ML models for medical image recognition and analysis

- Fine-tune pre-trained deep learning models (CNNs, Vision Transformers) for diagnostic imaging tasks

- Conduct extensive model evaluation and validation using imaging datasets and clinical benchmarks

- Collaborate with healthcare professionals and domain experts to understand clinical requirements

- Optimise model performance, accuracy, and inference speed for production deployment

- Develop data pipelines and preprocessing workflows for large-scale imaging datasets

- Document methodologies, results, and create technical reports for stakeholders

- Stay updated with the latest research and advancements in diagnostic AI and medical imaging

Notice Period : Immediate joiners or candidates who can join within 30 days preferred

Required Skills and Qualifications :

- Master's degree or higher in Computer Science, Machine Learning, Data Science, or related field

- 4+ years of hands on experience in machine learning and deep learning

- Proven experience with medical image recognition, diagnostic AI, or healthcare-related ML projects

- Strong proficiency in Python and popular ML frameworks (TensorFlow, PyTorch, scikit-learn)

- Experience with image processing libraries (OpenCV, Pillow, DICOM) and medical imaging formats

- Solid understanding of convolutional neural networks (CNNs) and transfer learning techniques

- Familiarity with model evaluation metrics for imaging tasks (sensitivity, specificity, AUC, F1-score)

- Strong problem-solving and analytical skills

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Posted by

Job Views:  
579
Applications:  94
Recruiter Actions:  85

Posted in

IT & Systems

Job Code

1698796

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