Senior Computer Vision Engineer

Asensus Surgical is currently seeking a Senior Deep-Learning Engineer to join our top-notch Research & Development team in Israel.

This is an exciting time to join Asensus and to be part of a leading edge team that is pioneering a new era of Performance-Guided Surgery.

You will help lead the development of a next-generation vision-assisted surgical robotics platform. As a researcher on the team, you will get a chance to work alongside some of the best minds in the field and implement the latest Machine Learning and Computer Vision algorithms, in a multidisciplinary and dynamic environment.

We are looking for an individual who is a team player and a strong communicator. Someone who has great problem-solving skills, and who has a drive for creativity and innovation, as well as determination and persistence. Someone who has a deep understanding of algorithms and image processing and will take ownership of various Vision/deep learning/AI algorithms utilizing medical imaging data & sensory data through exploration, development, optimization, validation & integration.

Responsibilities

Work with a multi-disciplinary team of experts and engineers to deliver an end-to-end product: from the idea phase, through collecting and assessing the data, exploring algorithmic approaches, developing, testing, validating and integrating the algorithm in the production environment
Research, design, develop and implement Computer Vision, Machine Learning and Deep Learning based vision algorithms.
Contribute to the team's methodologies, best practices and toolset, as well as sharing and receiving constructive feedback
Understand algorithmic requirements and convert these into usable solutions
Utilize existing research, literature and study of existing state of the art tools to develop best in class solutions
Develop mathematical and numerical tools to support development
Manage large amounts of data and process into usable information

Evaluate the performance on benchmarks and improve as necessary
All other duties as directed.

Qualifications

MSc in Computer Science or related fields (EE, Math, Physics, etc.); Ph.D - Advantage.
5+ years of hands-on experience with Computer Vision algorithms.
Strong background in machine learning and deep learning.
Proficiency in C++ and Python.
Ability to initiate and lead machine learning projects end to end.
Experience with TensorFlow or PyTorch
Familiarity with IPP, OpenCV and similar libraries
Deep domain experience and hands-on knowledge or academic research background in at least one of the following is an advantage:
VAN/SLAM
Motion estimation (i.e Optical flow, Tracking)
Segmentation
GNN
3D reconstruction
Experience with Linux.
Good verbal and writing capabilities in Hebrew and English