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For Employers

Data Scientist

CG-VAK Software & Exports Ltd.

5 years

0 Lacs

bengaluru karnataka india

Posted:2 days ago| Platform:

Apply

Skills Required

data imaging healthcare ai diagnostics cutting ml algorithms segmentation development learning preprocessing model training evaluation vision drive research prototyping autoencoders software interpretability monitoring engineering tensorflow pytorch tuning dicom metrics compliance mdr communication leadership deployment inference optimization onnx

Work Mode

On-site

Job Type

Full Time

Job Description

About The Role

We are seeking an experienced and passionate Data Scientist with deep expertise in deep learning,medical imaging, and hands-on experience with foundation models. This is a technical contributor role where you will work at the intersection of healthcare and artificial intelligence, building innovative AI solutions that transform medical diagnostics, workflows, and patient outcomes.You will be instrumental in designing and developing cutting-edge AI/ML algorithms for imageanalysis, segmentation, classification, anomaly detection, and generative tasks in MagneticResonance Imaging (MRI).Project roles and responsibilities

Key Responsibilities

Lead end-to-end development of deep learning models for medical imaging tasks – from data

curation and preprocessing to model training, evaluation, and deployment.

Explore and fine-tune foundation models (e.g., vision transformers, multimodal models like

CLIP, BioGPT, MedSAM) for use in diagnostic and clinical imaging applications.

Drive research and prototyping of novel architectures for image segmentation, detection,

and generation (e.g., UNet variants, GANs, autoencoders, diffusion models).

Collaborate cross-functionally with radiologists, product managers, software engineers, and

regulatory teams to ensure clinical relevance, robustness, and compliance.

Contribute to the development of scalable ML pipelines, model interpretability tools, and

performance monitoring systems.

Publish findings in peer-reviewed journals or conferences and represent the company at

scientific and industry forums.

Mentor junior data scientists and guide the team on best practices in model development,

validation, and documentation.Goals and deliverables

Required Qualifications

PhD or master’s degree in computer science, Biomedical Engineering, Applied Mathematics,

or a related field.

5+ years of experience in data science or machine learning, with at least 3 years focused on

medical imaging.

Strong experience in deep learning frameworks (TensorFlow, PyTorch) and model

architectures for computer vision.

Practical exposure to foundation models, including prompt engineering, fine-tuning, and

domain adaptation.

Proven ability to work with 2D/3D imaging datasets (DICOM, NIfTI), and medical imaging

toolkits (e.g., MONAI, SimpleITK, ITK-SNAP).

Expertise in evaluation metrics specific to medical imaging (Dice, IoU, AUC, etc.) and

experience working with imbalanced datasets.

Solid understanding of healthcare data compliance (HIPAA, FDA, MDR) and medical device

AI/ML lifecycle.

Excellent problem-solving, communication, and leadership skills.

Preferred Qualifications

Publications or patents in AI for healthcare or medical imaging domains.
Experience with PACS/RIS systems, HL7/DICOM standards, and clinical workflows.
Familiarity with LLMs or multimodal generative models in a clinical context.
Exposure to MLOps, model deployment, and on-device inference optimization (e.g.,

TensorRT, ONNX, OpenVINO).
Skills: learning,ml,healthcare,models,foundation,data,medical imaging,dicom,deep learning

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Data Scientist