3D Data Scientist / Computer Vision

Job Title: 3D Data Scientist Duration: 12 Months Location: Irvine, CA - Hybrid Pay Range: $70-$80/hr 3D Capture Validation – Validate 3D facial capture systems for accuracy, repeatability, geometric precision, landmark reproducibility, and clinical relevance . Photogrammetry & 3D Rendering – Build validation pipelines using photogrammetry , 3D rendered images , RealityCapture , Agisoft Metashape , Blender , and Autodesk Maya . 3D Digital Endpoints Development – Design and scale 3D digital endpoints , biomarkers , and facial aesthetics outcome measures from mesh and point cloud data . Machine Learning & AI – Develop supervised learning , self-supervised learning , and geometric deep learning models using PyTorch , TensorFlow , and scikit-learn . 3D Data Processing – Work with 3D meshes , point clouds , depth maps , surface reconstruction , UV mapping , texture baking , and feature extraction . Statistical Validation – Apply ICC (Intraclass Correlation) , Bland-Altman Analysis , Bootstrap Methods , A/B Testing , and benchmarking frameworks. Programming & Tools – Strong expertise in Python , NumPy , Pandas , SciPy , SQL , Open3D , trimesh , PyMeshLab , and PCL . Clinical & Medical Imaging Domain – Preferred experience in aesthetics , dermatology , medical imaging , digital health , clinical trials , and regulated environments . MLOps & Reproducibility – Use Git , DVC , MLflow , and cloud platforms (AWS, GCP, Azure ) for reproducible and scalable workflows. Cross-Functional Leadership – Collaborate with clinical scientists , product managers , 3D capture specialists , and regulatory teams to deliver validated 3D solutions.