Take a step towards your journey with us and join us as a Senior AI/ ML Engineer in Ukraine or remotely across the EU!
Our ideal candidate will develop and optimize deep learning models / VLMs for object detection, segmentation, classification, text extraction, and fine-tuning for domain-specific applications. You will: * Train and optimize object detection, segmentation, and classification models for architectural drawings; * Fine-tune YOLO, R-CNN, and Transformer-based models to improve accuracy and efficiency for domain-specific tasks. * Implement OCR and symbol recognition for automated compliance checking. * Develop lossless image compression and feature extraction techniques. * Improve image pre-processing pipelines for architectural data quality. * Utilize OpenCV and Deep Learning for drawing analysis. * Customize and fine-tune pre-trained vision-language models (VLMs) while enabling their multimodal AI capabilities. * Optimize model parameters, embeddings, and transfer learning strategies to enhance performance and efficiency. * Continuously improve AI models based on real-world feedback, evolving datasets, and domain requirements. * Optimize model architectures to reduce computational costs while maintaining accuracy. * Deploy AI models on cloud or on-prem infrastructure with Docker/Kubernetes.
Requirements: * 5+ years of Experience in the computer vision solutions. * Strong problem-solving skills in computer vision applications. * Ability to optimize AI pipelines for real-world datasets. * Experience integrating AI models into software applications. * Familiarity with CAD tools (AutoCAD, Revit, DXF/DWF processing) is a plus.
Benefits: * Regular professional trainings and experience-sharing sessions; * Team bonding activities — we foster team cohesion through various initiatives and informal gatherings; * Competitive salary; * Local benefits package depends on the country of the hired candidate.
