HomeData Science Jobs- USAAnkura | Hiring | Computer Vision Engineer II/III | Rancho Santa Margarita,...

Ankura | Hiring | Computer Vision Engineer II/III | Rancho Santa Margarita, CA | BigDataKB.com | 5 Oct 2022

Job Location: Rancho Santa Margarita, CA

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Applied Medical is a new generation medical device company with a proven business model and commitment to innovation fueled by rapid business growth and expansion. Our company has been developing and manufacturing advanced surgical technologies for over 30 years and has earned a strong reputation for excellence in the healthcare field. Our unique business model, combined with our dedication to delivering the highest quality products, enables team members to contribute in a larger capacity than is possible in typical positions.

Position Description:

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As a Computer Vision Engineer II/III, you will be responsible for working within the framework of a team and performing the following activities:

  • Research, prototype and iterate algorithmic solutions for medical imaging segmentation, registration, and reconstruction problems for surgical applications
  • Develop, implement, and deploy state-of-the-art machine vision algorithms and image-based metrics for real-time analysis
  • Understand clinical requirements and develop technical solutions
  • Design, prototype, and implement user-facing software and computer vision/medical image analysis algorithms

Position Requirements:

This position requires the following skills and attributes:

  • Bachelor’s degree in Computer Science, Electrical Engineering, Biomedical Engineering or related engineering field with an emphasis on machine vision, or relevant experience
  • Minimum of 3 years of relevant work experience or any equivalent education and/or experience from which the following skills and abilities have been demonstrated:

    • Good analytical skills and a solid foundation in mathematics.
    • Deep understanding of and hands-on experience in state-of-the-art (medical) image analysis algorithms, machine learning and deep learning.
    • Strong development skills using C++ and/or Python (and the desire to learn new tools).
    • Experience in one or more areas: volumetric image segmentation, semantic image segmentation, medical image registration, image reconstruction, camera calibration, or computer vision.
    • Experience applying machine learning algorithms to solve a wide range of optimization problems like deep learning with images, natural language, object segmentations, or object detection.
    • Experience with deep learning frameworks, such as PyTorch, TensorFlow, Keras, etc.
    • Experience with data science and computer vision libraries, including NumPy, SciPy, Matplotlib, Scikit-learn, ITK, VTK, and OpenCV.
    • Good understanding and experience of Object-Oriented Design and Programming.


As a healthcare company, it is of the utmost importance to keep our teams safe and healthy in this ever-changing COVID-19 environment. We require all new team members to be fully vaccinated (including booster shots, if eligible) upon their start date at Applied Medical (legitimate accommodation requests will be considered). Our current team members have also made this commitment to being vaccinated and receiving the booster shot to help protect each other, our families, our customers, and our visitors, as we work together to help end the pandemic. Eligibility details to receive the COVID-19 booster shot are provided on the CDC website
here.

Preferred:

  • Experience with medical image analysis and/or medical application
  • Experience or knowledge of estimation, navigation and sensor fusion
  • Experience with streaming of images and real-time image analysis
  • Experience with computer graphics and visualization
  • Experience with using Database servers like MySQL, SQL Server, etc.
  • Experience with cloud services such as AWS, Azure, and GCP

Benefits:

  • Training and mentorship with ongoing learning and development courses
  • On-campus wellness activities
  • Comprehensive medical and dental and vision coverage
  • Education reimbursement program
  • 401(k) program with discretionary employer match
  • Generous vacation accrual and paid holiday schedule

Equal Opportunity Employer

Applied Medical is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, disability (mental and physical), exercising the right to family care and medical leave, gender, gender expression, gender identity, genetic information, marital status, medical condition, military or veteran status, national origin, political affiliation, race, religious creed, sex (including pregnancy, childbirth, breastfeeding and related medical conditions), or sexual orientation, or any other status protected by federal, state or local laws in the locations where Applied Medical operates.




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