At Optriment, we are seeking a motivated Machine Learning Developer to join our innovative team. This is an exciting opportunity for a passionate individual with a solid foundation in machine learning (ML) and deep learning (DL), who is eager to apply their skills in the development of cutting-edge video analytics systems (computer vision).Key ResponsibilitiesWork with senior developers throughout the software development lifecycle (Git and Jira is crucial)Development, optimization and support ML and DL models for video analyticsDevelopment and customization of a neural network designer, providing the ability to create, train and test neural networks with different architecturesBringing the service-per-model/service-per-models system into prolongation and embedding such services into the Linkage architectureSolve problems using strong algorithmic thinkingContribute ideas to improve our processesQualificationsAn understanding of the principles of ML algorithms and experience in applying them in practiceExperience with Python 3 from 3 years (basic concepts and low-level implementations) and major ML libraries (pandas, scikit-learn, catboost, pytorch)An understanding of neural network principles and architectures, including CNNs, RNNs, GANs, and othersExperience with PyTorch or TensorFlowFamiliarity with OpenCVBasic knowledge of database structuresStrong problem-solving skillsWillingness to learn and work in a teamAbility to write clear self-documented codeSuccessfully completed projects using machine learningExperienced user of Git, Jira and Time Tracking toolsStrong English, listening and speaking skillsWhat We OfferMentorship: Learn from experienced professionalsExciting Projects: Work on innovative video analytics projectsSupportive Environment: Join a collaborative and dynamic teamCareer Growth: Opportunities for professional developmentCompetitive Pay: Enjoy a good salary and benefits packageFlexibility: Benefit from flexible working hoursIf you are passionate about ML and DL and eager to create a brand-new world, we would love to hear from you!