Senior Computer Vision Engineer (offline)

Requirements:
—Strong knowledge in computer vision fundamentals i.e. OpticalFlow, HOG, feature detection algorithms, Hough Transform, Haar Cascades, Homography, Morphology, Denoising/Deblurring, and image processing algorithms;

—Strong Python knowledge;

—Strong practical experience with DL/CV frameworks like OpenCV, PyTorch, MXNet, Tensorflow, or Keras;

—Experience with some of the well-known neural networks architectures such as Yolo, MobileNet, U-Net, R-CNN-based architectures;

—Understanding state-of-the-art CV approaches for problems like object detection/tracking, video analysis, semantic segmentation, pose estimation, optical character recognition;

—Upper-intermediate level of English mandatory

Would be a plus:
—Experience with R, C++;
—Experience with the following modern neural network architectures: LSTM and other RNN-based, Transformers(BERT, etc.);
—Familiarity with time-series predictive/anomaly detection analyses, natural language processing, signal processing;
—Understanding SOTA approaches for machine learning problems like unsupervised / semi-supervised learning;
—Experience with the following DL frameworks: DLib, Darknet, Theano;
—Awareness of the CRISP-DM process model;
—Experience with continuous integration and release management tools, preferably within the AWS platform;
—Hands-on Experience with the common architecture of MLOps system by the means of Hadoop, Docker, Kubernetes, cloud services and experience with managing production ML lifecycle

About CHI Software

We’re CHI Software, and we’ve been developing innovative tech-savvy solutions for startups and established businesses since 2006. Through cutting-edge technology, on-time delivery, and a robust engineering culture, we help businesses achieve bigger goals and impact people’s lives like never before. Over the years, the company has grown into a renowned software development center with four offices in Ukraine (Kharkiv, Kyiv, Dnipro, and Zaporizhia) and representatives in Los Angeles, Ramat Gan, and Limassol.​

Company website:
https://chisw.com/