Data Scientist, Medical Imaging (Open Level)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Location: Hybrid, requiring 3 days per week in office. Hiring is prioritized in the New York City and Boston metro areas; applicants in the Research Triangle, NC, and San Francisco Bay Area may also be considered. Applicants must reside in these locations or be willing to relocate.
Total compensation range: $177,500–$232,000, plus equity, comprehensive benefits, and perks.
Company
is a technology- and AI-driven pharmaceutical company developing platforms and capabilities to make drug development and clinical trials more efficient.
What you will do
- Lead advanced deep learning model development for medical image analysis, primarily using MRI and X-ray data in clinical trials.
- Design automated pipelines for disease detection, segmentation, and quantification across multiple therapeutic areas.
- Develop longitudinal image analysis approaches for tracking disease progression, treatment efficacy, AI-based biomarkers, and surrogate endpoints.
- Integrate imaging AI solutions into clinical trial protocols and workflows with clinical operations.
- Work with regulatory teams to ensure imaging biomarkers and AI models meet FDA standards for clinical trial endpoints.
- Build scalable infrastructure for large-scale, multi-site medical imaging datasets and present model performance and imaging insights to executives and external partners.
Requirements
- PhD in Computer Science, Biomedical Engineering, Medical Physics, or a related field with a focus on medical imaging.
- 5+ years of post-PhD industry experience developing production-grade AI models for medical imaging applications.
- Deep expertise in computer vision and deep learning architectures, including CNNs, U-Net, and Vision Transformers, for medical image analysis.
- Proven experience analyzing MRI and X-ray images, including hands-on experience with DICOM standards and medical imaging software.
- Strong programming skills in Python and expertise with PyTorch or TensorFlow and medical imaging libraries.
- Ability to collaborate with radiologists and clinical teams to translate medical insights into technical solutions.
- Strong communication skills and the ability to present complex imaging analytics to diverse stakeholders.
Nice to have
- Experience with regulatory submissions involving imaging endpoints or AI-based image analysis tools.
- Experience with multi-modal imaging fusion and analysis combining MRI, CT, and PET data.
- Knowledge of clinical trial design and experience with imaging core lab operations.
- Experience with federated learning or privacy-preserving techniques for medical imaging.
- Understanding of radiomics and quantitative imaging biomarker development.
- Experience with 3D image reconstruction and volumetric analysis.
Culture & Benefits
- Hybrid work model with 3 days per week in the office.
- Equity, comprehensive benefits, and generous perks.
- Work focused on accelerating drug development and bringing new medicines to patients faster.
- Equal opportunity workplace committed to diversity and inclusion.
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