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Data Scientist - Machine Learning/Deep Learning

Data Scientist - Machine Learning/Deep Learning

AppZime Technologies

5 years

0 Lacs

Jaipur Rajasthan India

Posted:4 days ago| Platform:

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Skills Required

data learning model design segmentation coordination preprocess imaging training architecture evaluation network optimization ml analysis development programming python processing numpy opencv pytorch tensorflow keras

Work Mode

On-site

Job Type

Full Time

Job Description

Key Responsibilities

Model Design & Implementation : Architect and develop deep learning solutions (e.g., UNet, 3D CNN) for segmentation, classification, and anomaly detection in medical images.
Data Coordination : Partner with hospitals and radiologists to source, preprocess, and annotate large-scale imaging datasets (e.g., DICOM)-ensuring high-quality training data.
Architecture Evaluation : Tailor neural network architectures to specific imaging applications,optimize for performance and interpretability.
Algorithm Optimization : Implement robust ML techniques for CT/MRI analysis, includingartifact correction, noise suppression, and feature extraction.

Required Skills & Qualifications

Experience : 5+ years in ML/deep learning model development at the enterprise level; 3+years focused on medical image analysis (CT, MRI, radiological imaging).
Programming Skills : Expert in Python, including data and image processing libraries (NumPy,pandas, OpenCV), and segmentation workflows.
DL Frameworks : Proficiency with PyTorch, TensorFlow, or Keras for model development an experimentation.

(ref:hirist.tech)

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Data Scientist - Machine Learning/Deep Learning