Computer Vision Engineer

Key Skills

Apache Hadoop, C Programming, C++, Data science techniques, Java Programming, Machine learning techniques, MapReduce, Python Programming, PyTorch, R Programming, Scala Programming, SQL, TensorFlow

Job Description

At Path we work on state-of-the-art artificial intelligence, machine learning, computer vision, and sensors to make industrial robots intelligent. Our transformative technology, like our robotic welding system, enables hardware to do more with less human input.

We are looking for a Computer Vision Engineer to develop, evaluate, and release computer vision algorithms into production software. The role will focus on object recognition, localization, and adaptive filtering. You will report to the CV Team Lead and will join a team of dedicated, supportive, and enthusiastic people to help create the future of manufacturing.

What You’ll Do

• Develop and implement methods to quickly and accurately find highly occluded objects in 3D point clouds
• Test and evaluate current state-of-the-art methods used for scene segmentation
• Work towards learning based approaches requiring less data
• 3D Point cloud matching and manipulation
• Stay abreast of new research and novel findings in the fields of computer vision and machine learning
• Partner with our other engineering teams in artificial intelligence, robotics, and software engineering

Who You Are

• You have a PhD or MS in computer vision, deep learning, or something strongly related
• You have 5+ years of research experience in developing novel computer vision algorithms or similar methods based on deep learning in such topics as image recognition, image segmentation, stereo pixel matching, geometric deep learning, object recognition using 3D spatial data.
• You have a solid understanding of 3D reconstruction and meshing
• You have 2+ publications in computer vision field
• You are proficient in Python and C/C++
• You have hands-on experience in computer vision and deep learning frameworks such as OpenCV, Tensorflow, and Pytorch
• You are comfortable with Git and Linux 
• You are familiar with parallel computing, such as GPU/CUDA programming
• You are familiar with structure from motion and visual odometry
• You are familiar with Kalman filter and particle filter
• You are are excited by the opportunity to be a part of a venture-backed company early on, where your work will have an immediate and direct impact
• You are passionate about what you do and enjoy working in a collaborative environment
• You like the idea of working at a tech startup with all the perks that go with that- free lunch, unlimited time off, team events, and great benefits