Primary Function of Position
Imaging System Analysts Pipeline team is part of da Vinci robotic surgical system multi-port organization. It is responsible for delivering the surgical robots vision sub-system image processing algorithm vision pipeline design and image quality (IQ) optimization. As a Camera Image Processing Algorithm Intern youll benchmark develop and optimize new imaging algorithms to enhance vision pipeline perceptual IQ for real-time surgical decision-making tasks. Youll develop an understanding of surgical robot vision sub-system design its imaging challenges and root causes. You will gain hands-on experience in practical image processing algorithm design implementation and IQ optimization.
Essential Job Duties
Evaluate and benchmark existing imaging processing algorithms and pipeline performance. Identify root cause of IQ issues and solution space constraints.
Design implement and optimize new algorithms with vision pipeline simulator.
Algorithm and pipeline calibration IQ validation lab work and documentation.
Obtain surgical feedback from clinical development team and iterate into algorithm designs and optimization.
Qualifications :
Required Skills and Experience
Knowledgeable and significant hands-on experience in designing and implementing digital image and video signal processing algorithms.
Good knowledge about color science human perception and image quality metrics.
Solid imaging-related physics knowledge and mathematical modeling foundation.
Proficient in Matlab Python and C/C algorithm prototyping.
Good machine learning knowledge and hands-on experience applying deep learning-based methods to image or video processing problems
University Hiring Program Eligibility Requirements:
University Enrollment: Must be currently enrolled in and returning to an accredited degree-seeking academic program after the internship.
Internship Work Period: Must be available to work full-time (approximately 40 hours per week) during a 10-12 week period starting May or June. Specific start dates are shared during the recruiting process.
Required Education and Training
Current enrollment in Computer Science Computer Engineering Electrical Engineering Imaging Science or related degree-seeking program at the Masters or Doctorate level.
Working Conditions (As applicable - Any physical requirements for the job. If not applicable state none)
None.
Preferred Skills and Experience
High dynamic range imaging knowledge and experience especially tone-mapping algorithms.
Experience with PyTorch (preferred) or similar deep learning frameworks for image enhancement or computer vision applications
GPU programming experience with CUDA
Familiar with CMOS image sensor camera optics and its signal processing pipeline.
Additional Information :
Due to the nature of our business and the role please note that Intuitive and/or your customer(s) may require that you show current proof of vaccination against certain diseases including COVID-19. Details can vary by role.
Intuitive is an Equal Opportunity Employer. We provide equal employment opportunities to all qualified applicants and employees and prohibit discrimination and harassment of any type without regard to race sex pregnancy sexual orientation gender identity national origin color age religion protected veteran or disability status genetic information or any other status protected under federal state or local applicable laws.
Mandatory Notices
U.S. Export Controls Disclaimer: In accordance with the U.S. Export Administration Regulations (15 CFR 743.13(b)) some roles at Intuitive Surgical may be subject to U.S. export controls for prospective employeeswho are nationals from countries currently on embargo or sanctions status.
Certain information you provide as part of the application will be used for purposes of determining whether Intuitive Surgical will need to (i) obtain an export license from the U.S. Government on your behalf (note: the governments licensing process can take 3 to 6 months) or (ii) implement a Technology Control Plan (TCP) (note: typically adds 2 weeks to the hiring process).
For any Intuitive role subject to export controls final offers are contingent upon obtaining an approved export license and/or an executed TCP prior to the prospective employeesstart date which may or may not be flexible and within a timeframe that does not unreasonably impede the hiring need. If applicable candidates will be notified and instructed on any requirements for these purposes.
We will consider for employment qualified applicants with arrest and conviction records in accordance with fair chance laws.
We provide market-competitive compensation packages inclusive of base pay (paid at an hourly rate) benefits and a housing allowance. It would not be typical for someone to be hired at the top end of range for the role as actual pay will be determined based on several factors including relevant skills and experience for this internship degree-seeking academic program (PhD Masters Bachelors etc) year in school and location. The hourly rate is prorated against the intern program salaries listed and total program compensation will be based on internship duration.
Remote Work :
No
At Intuitive, we are united behind our mission: we believe that minimally invasive care is life-enhancing care. Through ingenuity and intelligent technology, we expand the potential of physicians to heal without constraints. As pioneer and leading company in the field of robotic-assi ... View more