SoftConstruct is a software company with R&D in Kyiv. We develop software solutions related to Big data and Data Science. Our KYC (Know-Your-Customer) project is a risk management solution designed to automatically validate user information. KYC verifies documents, emails, phones, payment methods, etc. The product based on advanced computer vision technologies makes it easy to detect the use of photo editors, automatically process user data and recognize information contained in documents. This solution is used to prevent fraud and can be applied in banking, iGaming, online payments, and the cryptocurrency market.
— Image processing (data preparation, synthetic data generation);
— Study and implementation of State-Of-The-Art algorithms;
— Сonducting, monitoring, and evaluation of DL experiments;
— Algorithms and model optimization.
— Good Python knowledge, strong habit to write well-readable code;
— Good knowledge in computer vision and deep learning;
— Practical experience of using architectures in DL and solving classification, object detection, segmentation, and/or OCR problems;
— OpenCV, PyTorch, TensorFlow;
— Experience with bash, git;
— Technical English.
Nice to have:
— Experience with Docker, DVC;
— Experience with workflow orchestrator framework (Prefect/Luigi/Airflow);
— Experience with high-level DL frameworks (Catalyst, PyTorch Lightning, etc.);
— Experience with OpenVino, TensorRT;
— Experience in NLP.
— Interesting and challenging work in a product and customer-oriented technology company;
— Plenty of opportunities to learn, grow and progress in your career;
— Friendly and go-ahead team;
— We keep a work-life balance;
— Health insurance;
— Paid vacation and sick leave;
— Participation in R&D projects;
— Cozy office near Lukyanivska metro station.