Senior CV/ML researcher (BB-D4A3C)
Found in: Neuvoo IL
Primary Function of Position:
The Applied Research group within Intuitive Surgical has an immediate opening in Israel, TLV for a research engineer with a focus on Computer Vision, Machine Learning and Deep Learning.
Contribute to new technology development in the area of 3D scene understanding/reconstruction and spatial AI systems for next generation robotic surgery platforms.
This role is an exciting opportunity to join a newly formed team and to contribute to its growth and it will give you an opportunity to test your knowledge in a challenging problem-solving environment.
The successful candidate must excel in a creative, collaborative start-up-type environment, and have a commitment to creating high quality research prototypes and concepts. Our primary philosophy is to promote a strong sense of shared responsibility that supports the creation of new tools and technologies that drive positive patient outcomes
As part of the research team, immediate responsibilities include:
Contribute to research projects that develop a variety of algorithms and systems in computer vision and machine learning.
Participate in integration of new ML/CV algorithms into existing and future robotic platforms
Participate in the development of prototype 3D recognition systems that scale to large clinical datasets
Participate in the development of prototype dense 3D reconstruction systems based on multi-view image sensors
Train machine learning and deep learning models on a computing cluster to perform visual recognition tasks, such as segmentation and detection
Contribute to building new clinical datasets and data pipelines
Support academic collaborations in related fields.
(Competency is based on education, training, skills and experience).
In order to adequately perform the responsibilities of this position the individual must have:
PhD preferred, or master's degree in computer science, electrical or computer engineering, with relevant industry experience in software development and CV/ML technologies
Minimum of three (3) years of industry or research lab experience developing software for computer vision and machine learning applications.
Strong understanding of machine learning: you should be familiar with the process of building effective learning systems (data collection, training, evaluation, and making iterative improvements)
Strong hands-on experience with at least one of the mainstream deep learning frameworks such TensorFlow, PyTorch, Caffe, Theano
Strong hands-on experience with Python (proficiency), C/C++ (proficiency), Shell Script, Matlab
Strong engineering practices, debugging/profiling skills, familiarity with multi-threaded programming
Ability to train machine learning and deep learning models on a computing cluster to perform visual recognition tasks, such as segmentation and detection
Hands-on experience with GPU accelerated algorithms and implementations
Excellent communication skills both written and verbal
Interested in early phases of product exploration and iteration based on incomplete requirements
Self-starter and able to work in a collaborative and results-oriented environment
Able to view live and recorded surgical procedures.
Shift: Shift 1 - Day
calendar_today6 hours ago
location_onTel Aviv, Israel