Computer Vision Engineer

Responsibilities

• Develop state-of-the-art systems for solving real computer vision challenges.
• Conduct applied research to determine the best approaches and techniques to different aspects of the problems faced.
• Optimize models and algorithms for deployment on embedded devices.
• Perform verification and validation of the developed algorithms.
• Implement and improve image processing techniques including color and lighting normalization, Haar cascades, Hough transforms, segmentation, feature extraction (SIFT, SURF, ORB), and optical flow.
• Work with modern neural network architectures, including CNNs, OCR, deep learning neural networks, vision transformers (ViT), multi-modal transformers, and RNNs.
• Utilize standard evaluation techniques to ensure model accuracy, precision, and overall performance.

Required Skills and Expertise

• Strong proficiency in traditional computer vision techniques and algorithms.
• Expertise in programming languages and frameworks: C++, Python, PyTorch, TensorFlow, Keras.
• Experience with databases such as MongoDB, SQL, and Vector DBs.
• Knowledge of Yocto for embedded Linux systems.
• Proficient with tools like Linux (Ubuntu, Arch), Docker, Visual Studio (or other IDE), Git, and Jupyter Notebooks.
• Solid math skills, particularly in linear algebra.
• Strong background in AI/ML skills, including backpropagation optimizers (e.g. Adam), and standard evaluation techniques (accuracy, precision, F1, FP, TP, FN, TN, confusion matrix).
• Fluency in English.

Preferred Qualifications

• At least 4 years of experience working with challenging computer vision problems, preferably in R&D tasks.
• Experience working with change detection algorithms in images and/or full motion video.
• Detailed understanding of common computer vision and machine learning algorithms.
• Ability to learn quickly and incorporate the latest academic publications and scientific advances into the work.
• Experience with SLAM and other state-estimation techniques.
• Experience with VR/AR is a plus.
• Embedded programming experience is a plus.
• Familiarity with Ambarella chipset is a plus.

About Plugout

Plugout is a leading provider and integrator of security solutions. We are dedicated to protecting businesses by offering cutting-edge security technologies and services. Our mission is to empower organizations with the tools and knowledge they need to safeguard their operations. With a team of experts and a commitment to innovation, Plugout is at the forefront of the security industry.

A glimpse of what we offer:

• Competitive salary.
• Opportunities for professional growth and development.
• A collaborative and innovative work environment.
• The chance to work on cutting-edge technology and make a significant impact in the field of computer vision and security.

Plugout is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.