- Senior Data Scientist

6 days ago

Pune, Maharashtra, India DeepTek Medical Imaging Pvt Ltd Full time ₹ 12,00,000 - ₹ 36,00,000 per year

Description :

Key Responsibilities :

- Lead the design, development, and optimization of deep learning models for medical image analysis, including tasks like segmentation, classification, object detection.

- Provide technical leadership and mentorship to junior data scientists and engineers, fostering best practices in research methodology, coding standards, and documentation.

- Perform advanced error analysis, bias assessment, and domain generalization studies to ensure robustness across diverse populations and imaging devices.

- Guide data storage, preprocessing and annotation strategies, collaborating with clinical experts to ensure data quality and clinical validity.

- Collaborate cross-functionally with radiologists, regulatory teams, and product stakeholders to align AI development with clinical requirements and compliance standards.

Experience :

- 3+ years Data Science/Machine Learning experience

Required Skills :

- Strong programming skills in Python and familiarity with data science and image processing libraries (e.g.,

NumPy, pandas, scikit-learn, OpenCV, PIL).

- Strong fundamental knowledge of machine learning, computer vision and image processing.

- Hands-on experience with deep learning frameworks like Keras or PyTorch.

- Demonstrated experience with both CNNs and transformer-based architectures (e.g., ViT, Swin) for segmentation, detection, and classification tasks.

- Strong background with model evaluation and error analysis.

- Ability to bridge data science with engineering tasks, ensuring smooth integration of AI models into production workflows.

- Hands-on experience with model optimization techniques (e.g distillation, ONNX conversion) for efficient inference.

- Hands-on experience with containerization tools like Docker.

Desired Skills :

- Familiarity with healthcare/radiology datasets, DICOM standards, and PACS integration.

- Experience with domain adaptation, and robustness strategies for cross-site/cross-device generalization.

- Experience with scalable backend development for AI applications

Qualification :

- Bachelors or Masters degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field.

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