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Senior ML/AI Engineer (Computer Vision & Image Processing)

Unlock employer Abu Dhabi, United Arab Emirates Posted: 02 Apr 2025

Financial

  • Estimate: $80k - $120k*
  • Zero income tax location

Accessibility

  • Office Only
  • Visa Provided

Requirements

  • Experience: Senior

Position

AI71 is an applied research team dedicated to advancing cloud-based AI solutions for knowledge workers. Partnering closely with industry leaders, our cross-functional teams of AI experts deliver innovative products based on cutting-edge research at the Technology Innovation Institute (TII). We are seeking an AI/ML Engineer with expertise in computer vision and image processing.

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The ideal candidate will develop and optimize deep learning models and vision-language models (VLMs) for:

  • Object detection
  • Segmentation
  • Classification
  • Text extraction
  • Fine-tuning for domain-specific applications

Key Responsibilities:

  1. Develop & Deploy AI Models

    • Train and optimize models for architectural drawings (object detection, segmentation, and classification).
    • 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.
  2. 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.
  3. Fine-Tuning & Model Adaptation

    • Customize and fine-tune pre-trained VLMs to enhance multimodal AI capabilities.
    • Optimize models, embeddings, and transfer learning strategies based on real-world feedback and evolving datasets.
  4. AI Model Optimization & Deployment

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

Key Skills & Technical Expertise:

  • 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: VLMs, CLIP, Transformer-based architectures
  • Programming: Python, C++
  • Cloud & Deployment: AWS, Azure, GCP, TensorFlow Serving, ONNX
  • Image Processing: Feature extraction, noise reduction, compression techniques

General Skills & Competencies:

  • 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.
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