Postdoc Computer Vision Engineer

3 weeks ago

Silver Spring, United States AusculTech Dx Full time

Position: Machine Learning/Computer Vision Specialist


Location: Auscultech Dx, Sliver Spring, Maryland ()


Position Type: Full-Time


Job Overview:


Auscultech Dx is seeking Computer Vision Engineer to join our dynamic team. The candidate will play a pivotal role in advancing our medical and research operations by developing and implementing state-of-the-art computer vision solutions. This role will heavily focus on segmenting images using deep learning. The segmented images will be integrated with clinical symptoms to detect diseases.


Responsibilities:

  • ·Develop, test, and optimize computer vision models tailored for medical imaging.
  • Ability to manage large datasets
  • Collaborate with medical professionals to integrate clinical symptoms and annotate images using Zero shot learning.
  • Deploy the segmentation models in mobile apps
  • Document processes and methodologies and present findings to both technical and non-technical stakeholders.


Requirements:

·      PhD in Computer Science with extensive Computer Vision experience.

·      Strong experience with Object Detection/Segmentation models such as YOLOV9, RT-DETR, SAM, etc.

·      Proficiency in C++ and Python, with a proven track of publications in high quality journals and Conferences (IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing).

·      Deep understanding of machine learning frameworks such as TensorFlow, PyTorch, or Keras.

·      Experience in working with medical imaging data is a plus.

·      Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy.

·      Excellent verbal and written communication skills.

·      A collaborative mindset with the ability to work in cross-functional teams.


Benefits:


Competitive salary and benefits package

Opportunity to work at a leading children's hospital and make a difference in young lives

Continuous learning and development opportunities

A supportive and inclusive work environment


Application Instructions:



Interested candidates are encouraged to submit their CV, a cover letter detailing their relevant experience, and contact details for three references. Applications will be reviewed on a rolling basis, so early application is advised.


Thank you for considering a career at Auscultech Dx. We look forward to reviewing your application

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