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:
- 3+ 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.
Top Skills
What We Do
Civitta is a leading independent management consultancy in Emerging Europe. Today, our company, headquartered in Tartu, Estonia, employs over 700 consultants and experts across 27 offices in 19 countries: Estonia Latvia Lithuania Poland Finland Denmark Belarus Ukraine Moldova Serbia Romania Slovakia Bulgaria North Macedonia Kosovo Armenia Sweden Georgia Uzbekistan We aim to bring the right minds together to challenge the boundaries and make meaningful changes for our clients. We cover a wide range of services, including management consulting, grants and project management, market research and customer data analytics, entrepreneurship support and startups, public policy and development. We also work beyond home markets – our flexible approach and international mindset have ensured the successful cooperation with clients in 40+ countries, resulting in 10000+ completed projects. What’s our approach? We deliver more. With an effective management model, we ensure that the money paid for our work is invested in the project, not into overheads. We ask the tough questions. We challenge our clients to achieve the challenge themselves. We like unconventional projects. We have an entrepreneurial mindset allowing us to be flexible and work with niche or unusual projects. We get the job done. We collect facts, analyze them and deliver fact-based results. We are practical and we aim for impact. We have Estonian roots. An unique Central and Eastern Europe & Nordics footprint stretching over 16 countries throughout Europe. #TheChallengerAdvisory
