Senior AI/ML Engineer

2 недель назад

Украина, Украина CIVITTA Полный рабочий день 90 000 $ - 120 000 $ в год
Hello

Ready to embark on a journey of opportunity? Join a team of 750+ employees in 20+ countries in the first consultancy originating from CEE. We bring together digital and advisory as an international collaboratory where every talent can shine, every employee can become a partner, and every partner can become a shareholder. We are explorers at heart, powered by diversity, passionate for growth and united by integrity by our core organizational values.

Do you believe technology should work for the people and not vice versa? Then join our dynamic digital team We specialise in product design, creative solutions, digital marketing, web and mobile app development, e-commerce, and custom solutions. With our focus on innovation and quality, we help businesses thrive in the digital landscape. Let's team up to shape the future of technology-driven solutions and have fun along the way

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.

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