AI/ML Medical Imaging

10 hours ago

Gurugram Pune, India Agiliad Full time ₹ 12,00,000 - ₹ 36,00,000 per year

Responsibilities:

Design, develop, and optimize AI/ML algorithms for medical image analysis, segmentation, and 3D reconstruction from TEE and CT images.


• Research and implement advanced deep learning architectures including CNNs, GANs, VAEs, and Diffusion Models for medical imaging tasks.


• Develop robust 3D reconstruction pipelines from 2D image data and multi-view geometries, tailored to medical imaging workflows.


• Perform multimodal image registration (CT-CT, CT-MRI, Fluro-Endo, 2D-3D) and develop tools for alignment, calibration, and fusion.


• Enhance and denoise medical images using advanced computer vision and AI-based enhancement techniques.


• Work extensively with DICOM data, integrating with PACS systems for data ingestion and retrieval.


• Collaborate with teams for dataset curation, labeling, and ground truth generation.


• Develop scalable training and inference pipelines on cloud platforms (AWS preferred; Azure/GCP acceptable).


• Ensure reproducibility and traceability in experiments using MLOps practices (Docker, MLflow, or similar).


• Collaborate with software engineers to integrate AI components into production-grade imaging applications.


• Document research findings, maintain version-controlled repositories, and contribute to technical publications or IP filings.


• Stay up-to-date with emerging trends in AI, computer vision, and medical imaging technologies.

Role Requirements


• Bachelor's, Master's, or Ph.D. in Computer Science, Data Science, Biomedical Engineering, or related field with focus on AI, ML, or Computer Vision.


• 8+ years of hands-on experience in AI/ML model development with strong exposure to computer vision and imaging applications.


• Expert-level proficiency in Python and deep learning frameworks such as PyTorch and TensorFlow.


• Experience in 2D and 3D medical imaging (CT, MRI, Ultrasound, TEE) and DICOM data handling.


• Strong understanding of 3D geometry, camera calibration, stereo vision, and multi-view reconstruction.


• Experience in segmentation, registration, and object tracking within medical image contexts.


• Proficiency with classical computer vision techniques (OpenCV, PCL, feature detection, structure-from-motion, SLAM, etc.).


• Knowledge of generative and reconstruction models (GANs, VAEs, Diffusion Models) and fine-tuning methods for domain-specific applications.


• Experience with data preprocessing, augmentation, and pipeline automation for large-scale medical datasets.


• Familiarity with MLOps, containerization (Docker), and deployment workflows for cloud and edge environments.


• Experience using cloud platforms (AWS, Azure, or GCP) for model training and large dataset management.


• Strong software engineering fundamentals — version control (Git), testing, CI/CD, and documentation practices.


• Excellent analytical, communication, and collaboration skills with a strong commitment to quality and compliance in healthcare development.

Preferred / Secondary Skills


• Experience in endoscopy imaging, image mosaicing, and fusion with ultrasound imaging.


• Experience in 3D visualization, rendering, and medical image annotation tools.


• Knowledge of reinforcement learning or self-supervised learning techniques for imaging applications.

  • Subject Matter Expert

    4 days ago

    Pune, India TESTQ Technologies Limited Full time

    Description :We are seeking an accomplished Subject Matter Expert (SME) Medical Imaging AI to lead the design, validation, and deployment of advanced AI solutions in the medical imaging domain.This role blends deep domain expertise in medical imaging modalities (DICOM/HL7) with advanced technical proficiency in AI/ML frameworks such as PyTorch and...

  • Subject Matter Expert

    2 weeks ago

    Bengaluru, Mumbai, Pune, India Citiustech Healthcare Technology Private Limited Full time

    Job Description As a Medical Imaging AI SME, you will be a thought leader, guiding organization medical imaging AI initiatives and spearheading the development of groundbreaking solutions. Be a Healthcare Hero: This is your opportunity to join a dynamic team and leverage your expertise as a Medical Imaging AI SME. You'll play a pivotal role in shaping the...

  • Senior Healthcare Business Analyst

    4 days ago

    Pune, India TESTQ Technologies Limited Full time

    Description : We are seeking an accomplished Subject Matter Expert (SME) Medical Imaging AI to lead the design, validation, and deployment of advanced AI solutions in the medical imaging domain.This role blends deep domain expertise in medical imaging modalities (DICOM/HL7) with advanced technical proficiency in AI/ML frameworks such as PyTorch and...

  • Varex Imaging

    4 weeks ago

    Pune, India Varex Imaging Full time

    Join Varex Imaging, a global leader in X-ray imaging solutions, as we drive innovation in medical, industrial, and security imaging worldwide. With our cutting-edge products, advanced software, and a presence in over 20 locations worldwide, we're developing the industry forward at full speed.Responsibilities :- Lead and mentor a team of software...

  • AI / ML Expert

    1 week ago

    Pune, Maharashtra, India Ai Unika Full time ₹ 9,00,000 - ₹ 12,00,000 per year

    Job Title: AI / ML ExpertExperience: Minimum 3 yearsCTC: 5LPA - 6 LPALocation: Hinjewadi, PuneWork Mode: Work from OfficeAvailability: Immediate JoinerAbout Us:Rasta.AI, a product of AI Unika Technologies (P) Ltd, is a pioneering technology company based in Pune. We specialize in road infrastructure monitoring and maintenance using cutting-edge AI, computer...

  • Project Lead AI

    2 weeks ago

    Pune, Maharashtra, India Medsynaptic Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    We are seeking a highly motivated professional to lead and coordinate AI-driven projects in the medical imaging domain. This role requires a unique blend of technical expertise, and project management skills to successfully deliver innovative AI solutions that improve diagnostic workflows and patient outcomes.Role & responsibilitiesDrive end-to-end AI...

  • ML Engineer

    4 days ago

    Gurugram, India Weekday AI Full time

    This role is for one of the Weekday's clients Min Experience: 6 years Location: Gurugram JobType: full-time We are looking for an experienced Machine Learning Engineer with 6–12 years of hands-on expertise in designing, developing, and deploying AI/ML solutions at scale. The ideal candidate is strong in end-to-end model development, has a deep...

  • ML Engineer

    2 days ago

    gurugram, India Weekday AI Full time

    This role is for one of the Weekday's clientsMin Experience: 6 yearsLocation: GurugramJobType: full-timeWe are looking for an experienced Machine Learning Engineer with 6–12 years of hands-on expertise in designing, developing, and deploying AI/ML solutions at scale. The ideal candidate is strong in end-to-end model development, has a deep understanding of...

  • ML Engineer

    1 day ago

    Gurugram, India Weekday AI Full time

    This role is for one of the Weekday's clients Min Experience: 6 years Location: Gurugram JobType: full-timeWe are looking for an experienced Machine Learning Engineer with 6–12 years of hands-on expertise in designing, developing, and deploying AI/ML solutions at scale. The ideal candidate is strong in end-to-end model development, has a deep understanding...

  • Varex Imaging

    7 days ago

    Pune, India Varex Imaging Full time

    Varex Imaging Corporation Headquartered in Salt Lake City, Utah, is a leading independent supplier of medical X-ray tubes and image processing solutions. From medical imaging to cargo screening and border security, our components are used by X-ray imaging system manufacturers around the globe to detect, diagnose, and protect.As a key member of the global...