2 дня назад
Staff Software Engineer / Machine Learning Engineer (Radiology)
104 000 - 186 160$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Software Engineer / Machine Learning Engineer (Radiology) (AI/Medical Imaging): Developing and validating machine learning, deep learning, and foundational models for segmentation, quantification, and detection across CT, MRI, and X-ray with an accent on 2D/3D architectures, quantitative imaging, and clinically robust model development. Focus on building reproducible pipelines, producing regulatory-grade documentation, and supporting FDA 510(k) or De Novo submissions for deployable clinical AI solutions.
Location: Memphis, Tennessee, United States
Salary: $104,000–$186,160 per year
Company
operates a well-resourced, data-rich research environment focused on translating medical imaging research into clinical practice.
What you will do
- Develop, train, and validate ML/DL models for segmentation, quantification, and detection across CT, MRI, and X-ray.
- Design 2D and 3D architectures, including CNNs, transformer-based models, and foundational models.
- Build scalable pipelines for data preprocessing, training, evaluation, and deployment using multi-institutional datasets.
- Develop quantitative imaging methods such as volumetrics, density measurements, and biomarker extraction.
- Collaborate with radiologists, engineering teams, and regulatory and quality experts to define clinically meaningful outputs and support clinical translation.
- Produce technical documentation, validation evidence, manuscripts, grants, and reports while supporting software quality and security activities.
Requirements
- Bachelor's degree in computer science, data science, information science, business, or a related field, with 5+ years of experience; alternatively, a master's degree with 3+ years of experience.
- Experience with programming languages, databases, software development lifecycle, and collaborative development practices.
- Strong proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow.
- Experience with ML/DL image analysis, segmentation, detection, quantitative imaging, or related medical imaging workflows.
- Ability to create clear technical documentation and maintain reproducible, traceable datasets, models, experiments, and code.
- Role based in Memphis, Tennessee, United States.
Nice to have
- Experience with U-Net variants, detection frameworks, transformers, foundational models, DICOM, and imaging biomarkers.
- Experience developing AI solutions for clinical translation or FDA 510(k) submissions and familiarity with Good Machine Learning Practice.
- Experience with cybersecurity, vulnerability assessment, penetration testing concepts, cloud or high-performance computing, and clinical deployment.
- Experience using LLM-based coding assistants and working with large multi-institutional datasets.
Culture & Benefits
- Opportunities for authorship on high-impact manuscripts and participation in multi-institutional research collaborations.
- Opportunities to contribute to grant proposals and funded research initiatives.
- Exposure to translational AI projects targeting FDA 510(k) clearance and real-world clinical impact.
- Access to high-performance computing resources, curated datasets, dedicated annotation teams, and external engineering support.
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