{"schemaVersion":"jobsearcher.job.v1","id":"866bc87b4f1330fa1f4b6feb","url":"https://jobsearcher.com/jobs/866bc87b4f1330fa1f4b6feb","canonicalUrl":"https://jobsearcher.com/jobs/866bc87b4f1330fa1f4b6feb","title":"3D Data Scientist / Computer Vision","description":"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.","company":"Spectraforce","rawCompany":"spectraforce","city":"Irvine","state":"CA","isRemote":false,"isActive":false,"createdAt":"2026-06-11T09:07:09.319Z","occupations":[{"code":"15-2051.00","title":"Data Scientists","slug":"data-scientists"},{"code":"15-1221.00","title":"Computer and Information Research Scientists","slug":"computer-and-information-research-scientists"},{"code":"19-2099.01","title":"Remote Sensing Scientists and Technologists","slug":"remote-sensing-scientists-and-technologists"}],"industries":[{"code":"541690","title":"Other Scientific and Technical Consulting Services","slug":"other-scientific-and-technical-consulting-services"},{"code":"541330","title":"Engineering Services","slug":"engineering-services"},{"code":"541715","title":"Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)","slug":"research-and-development-in-the-physical-engineering-and-life-sciences-except-nanotechnology-and-biotechnology"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"3D Data Scientist / Computer Vision","description":"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.","datePosted":"2026-06-11T09:07:09.319Z","dateModified":"2026-06-11T09:07:09.319Z","hiringOrganization":{"@type":"Organization","name":"Spectraforce","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Irvine","addressRegion":"CA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"866bc87b4f1330fa1f4b6feb"},"url":"https://jobsearcher.com/jobs/866bc87b4f1330fa1f4b6feb"}}