AI71
Machine Learning Engineer - Computer Vision
AI71United Arab Emirates10 days ago
Full-timeEngineering, Information Technology
About AI71:

AI71 is an industry leader in artificial intelligence, delivering innovative solutions that empower developers, businesses and governments to solve complex challenges. AI71 builds secure, enterprise-ready applications powered by cutting-edge technology—tailored for knowledge workers and sector-specific needs. AI71 bridges the gap between advanced AI and real-world impact. Guided by a strong commitment to research and responsibility, we create transformative solutions that drive progress and empower communities.

The Role

We are seeking AI/ML Engineer with expertise in computer vision and image processing. The ideal candidate will develop and optimize deep learning models / VLMs for object detection, segmentation, classification, text extraction, and fine-tuning for domain-specific applications.

What You'll Do:

Develop & Deploy AI Models:

  • 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.

Image Processing & Enhancement:

  • 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.

Fine-Tuning & Model Adaptation:

  • 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.

AI Model Optimization & Deployment

  • Optimize model architectures to reduce computational costs while maintaining accuracy.
  • Deploy AI models on cloud or on-prem infrastructure with Docker/Kubernetes is a plus.
  • Integrate AI workflows into AutoCAD and BIM environments is a plus.

What You'll Bring:

  • Computer Vision & Deep Learning: OpenCV, YOLO, R-CNN, Mask R-CNN, EfficientNet
  • OCR & Symbol Extraction: Tesseract, EasyOCR, NLP for document parsing
  • Fine-Tuning & Transfer Learning: Vision-Language Models (VLMs), CLIP, Transformer-based architectures
  • Programming: Python, C++
  • Cloud & Deployment: AWS, Azure, GCP, TensorFlow Serving, ONNX
  • Image Processing: Feature extraction, noise reduction, compression techniques
  • 7+ 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.

Why AI71:

  • Mission-Driven Work: Work on cutting-edge AI applications with a talented and passionate team, solving real-world challenges in critical sectors.
  • Unparalleled Opportunity: This is a chance to innovate and solve real-world challenges using AI at a company with unique access to world-leading models and resources.
  • Career Growth: We offer competitive compensation, benefits, and significant career growth opportunities as a foundational member of the team.
  • World-Class Environment: Enjoy a flexible working environment and the latest tools & technologies needed to do your best work.

Key Skills

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