We are seeking a highly skilled Machine Learning Engineer with expertise in 3D Graphics to join our innovative team in the UAE. The ideal candidate will be responsible for building and optimizing advanced 3D mannequin models using machine learning, computer vision, and real-time rendering techniques. You will collaborate with backend developers, data scientists, and UI/UX designers to deliver scalable, realistic, and interactive 3D visualization modules that enhance user experiences across web and mobile platforms.

🔑 Key Responsibilities

1. 3D Mannequin Model Development

• Design and develop mannequin models using ML-based body shape estimation.
• Implement pose estimation, texture mapping, and deformation techniques.
• Apply ML algorithms to ensure accurate body sizing and fit adjustments.

2. Machine Learning & Computer Vision

• Develop and fine-tune ML models for body shape recognition, segmentation, and virtual fitting.
• Implement pose detection algorithms with TensorFlow, PyTorch, or OpenCV.
• Leverage GANs/CNNs for realistic texture and surface generation.

3. 3D Graphics & Visualization

• Build interactive 3D rendering pipelines with Three.js, Babylon.js, or Unity.
• Optimize mesh processing, lighting, and shading for real-time rendering.
• Apply GPU-accelerated techniques for maximum rendering performance.

4. Model Optimization & Performance

• Optimize inference pipelines for real-time rendering.
• Implement multi-threading and parallel processing for efficiency.
• Use cloud infrastructure (AWS/GCP) for distributed training and inference.

5. Collaboration & Documentation

• Work closely with UI/UX designers to integrate 3D models into applications.
• Prepare clear technical documentation for models, training, and rendering workflows.

🎯 Key Skills & Qualifications

Experience:

• 6+ years of proven expertise in Machine Learning, Computer Vision, and 3D Graphics.

Technical Skills:

• Strong knowledge of Python, Django, TensorFlow, PyTorch, OpenCV.
• Expertise in 3D rendering frameworks: Three.js, Babylon.js, Unity.
• Familiarity with 3D file formats (GLTF, OBJ, FBX) and parametric body models (SMPL, PyMAF).

ML & Data Skills:

• Hands-on experience with GANs, CNNs, RNNs for texture and pattern generation.
• Deep understanding of 3D pose estimation and body measurement algorithms.

Cloud & Infrastructure:

• Proficiency with AWS (SageMaker, Lambda) or GCP (Vertex AI, Cloud Run).
• Experience in Docker, Kubernetes for scalable model deployment.

Graphics & Visualization:

• Shader programming and 3D rendering optimization techniques.
• Experience with large-scale 3D model performance tuning.

Soft Skills:

• Strong analytical and problem-solving skills.
• Excellent collaboration and communication abilities.

🌟 Why Join Us?

This role offers the opportunity to work on cutting-edge AI and 3D visualization projects that shape the future of digital experiences. If you’re passionate about the intersection of machine learning and 3D graphics, we’d love to hear from you.

👉 Apply today with Gulf Job Hire and be part of our innovation journey in the UAE!