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DeepTek.ai - Data Scientist - Computer Vision/Image Processing

1 - 3 years

0 Lacs

Pune Maharashtra India

Posted:1 week ago| Platform: Linkedin logo

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Skills Required

data vision processing healthcare ai radiology imaging research learning analysis segmentation preprocess model evaluation benchmarking training networks programming python numpy opencv keras onnx statistics

Work Mode

On-site

Job Type

Full Time

Job Description

We are looking for a Data Scientist who is passionate about working in the healthcare AI domain. This role will involve collaborating with cross-functional teams, including senior data scientists, application developers, and radiology experts, to develop and refine AI solutions for medical imaging. You will gain hands-on experience working on advanced projects and research opportunities in Computer Vision and Deep Learning.

Key Responsibilities

  • Develop and optimize deep learning models for medical image analysis, including segmentation, classification and object detection.
  • Preprocess and clean medical imaging datasets to enhance AI model performance and reliability.
  • Conduct model evaluation, error analysis, and performance benchmarking to improve accuracy and generalization.
  • Collaborate with radiologists and domain experts to refine AI model outputs and ensure clinical relevance.

Experience :

1-3 years Data Science/Machine Learning experience

Required Skills

  • Strong fundamental knowledge of machine learning, computer vision and image processing
  • Demonstrable experience training convolutional neural networks for segmentation and object detection
  • Strong programming skills in Python and familiarity with data science and image processing libraries (e.g., NumPy, pandas, scikit-learn, opencv, PIL).
  • Hands-on experience with deep learning frameworks like Keras or PyTorch.
  • Experience with model evaluation and error analysis.

Desired Skills

  • Familiarity with healthcare or radiology datasets.
  • Familiarity with ONNX format

Qualification

  • Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field.

Company Location :

  • Baner, Pune, India
(ref:hirist.tech)

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