Senior Engineer, Software Development (AI/ML Engineer - Medical Imaging)
Data Science Analytics & Machine Learning
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Job Description
Diversity - Innovation - Caring - Global Collaboration - Winning Spirit - High Performance
At Boston Scientific, well give you the opportunity to harness all thats within you by working in teams of diverse and high-performing employees, tackling some of the most important health industry challenges. With access to the latest tools, information and training, well help you in advancing your skills and career. Here, youll be supported in progressing – whatever your ambitions.
Senior Engineer, (AI/ML Engineer - Medical Imaging)
The AI/ML Engineer will lead the design and implementation of advanced imaging algorithms for a next-generation healthcare platform focused on 3D reconstruction from medical modalities such as TEE and CT. This role involves applying state-of-the-art machine learning, deep learning, and computer vision techniques to enhance medical image understanding, segmentation, and reconstruction. The candidate will collaborate with cross-functional teams including frontend, backend, QA, DevOps, and clinicians to build AI-driven imaging solutions.
Key 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.
- Bachelors, Masters, 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.
- 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.
- Background in signal processing or physics-based imaging reconstruction methods.
- Exposure to regulatory and quality systems in medical device software development (e.g., ISO 13485, IEC 62304).
Boston Scientific transforms lives through innovative medical technologies that improve the health of patients around the world. As a global medical technology leader for more than 45 years, we advance science for life by providing a broad range of high-performance solutions that address unmet patient needs and reduce the cost of healthcare. Our portfolio of devices and therapies helps physicians diagnose and treat complex cardiovascular, respiratory, digestive, oncological, neurological and urological diseases and conditions. Learn more at www.bostonscientific.com and follow us on LinkedIn.
Skills
PythonData ScienceDeep LearningImplementationMachine LearningVisualizationAi/mlAi/ml EngineerMl EngineerAiMlIf a job posting appears fraudulent, asks for payment, contains misleading information, or violates our guidelines, please report it immediately. Our team will review it promptly, Jobaaj does not charge any fee from the applicants.
About Company
Boston Scientific is a leading innovator in the medical device industry, dedicated to transforming lives through innovative medical solutions that improve the health of patients around the world. The company focuses on developing high-quality products and technologies that address a wide range of health conditions, including heart disease, neurological disorders, digestive diseases, and chronic pain conditions. With a commitment to enhancing patient care, Boston Scientific operates across multiple countries, providing clinicians with state-of-the-art tools that enable better diagnosis, treatment, and outcomes for patients. The culture of innovation and excellence at Boston Scientific drives its mission to push the boundaries of what is possible in medical science and technology.
A Boston Scientific career offers professionals the chance to be part of a dynamic and impactful organization. Those who pursue a Boston Scientific career are joining a team that is passionate about making a meaningful difference in people's lives through medical innovation. The company values diversity, inclusion, and the professional development of its employees, offering numerous opportunities for growth and advancement within the organization. Boston Scientific is committed to supporting its employees' career aspirations through continuous learning, mentorship programs, and a collaborative work environment that encourages innovation and excellence. This focus on employee development and engagement ensures that a Boston Scientific career is not just a job, but a journey of professional and personal growth, contributing to the company's goal of providing high-quality care and improving patient outcomes worldwide.
Important dates & deadlines?
Application Deadline
27 Jul 26, 06:33 PM IST
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Senior Engineer, Software Development (AI/ML Engineer - Medical Imaging)
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