Senior AI/ML Engineer (Computer Vision & Image Processing)
Job Description
Join Civitta, a leading consultancy with 750+ employees across 20+ countries, as a Senior AI/ML Engineer specializing in Computer Vision & Image Processing. We're pioneering digital transformation through our comprehensive services including product design, creative solutions, and custom development.
As our Senior AI/ML Engineer, you'll be at the forefront of developing cutting-edge computer vision solutions, focusing on architectural applications. You'll work with state-of-the-art technologies including YOLO, R-CNN, and Transformer-based models, implementing sophisticated object detection, segmentation, and classification systems. Your expertise will be crucial in developing and optimizing deep learning models and vision-language models (VLMs) for domain-specific applications.
The role offers a unique opportunity to work with real-world architectural data, implementing OCR, symbol recognition, and image processing solutions. You'll be responsible for optimizing AI pipelines, fine-tuning models for maximum efficiency, and deploying solutions using modern infrastructure tools like Docker and Kubernetes.
We offer a collaborative environment where innovation is encouraged, and professional growth is supported through regular training sessions. Our remote-friendly culture promotes work-life balance, and we foster team cohesion through various initiatives. Join us in shaping the future of technology-driven solutions while working with a diverse, international team united by integrity and passion for growth.
Responsibilities For Senior AI/ML Engineer (Computer Vision & Image Processing)
- Train and optimize object detection, segmentation, and classification models for architectural drawings
- Fine-tune YOLO, R-CNN, and Transformer-based models
- 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)
- Optimize model parameters, embeddings, and transfer learning strategies
- Continuously improve AI models based on real-world feedback
- Deploy AI models on cloud or on-prem infrastructure with Docker/Kubernetes
Requirements For Senior AI/ML Engineer (Computer Vision & Image Processing)
- 5+ years of Experience in 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 For Senior AI/ML Engineer (Computer Vision & Image Processing)
- Regular professional trainings and experience-sharing sessions
- Team bonding activities
- Competitive salary
- Local benefits package depends on the country of the hired candidate
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