U.S. Tech Solutions Inc.

U.S. Tech Solutions Inc.

3D Data Scientist # 26-13411

Irvine, California, USA · Contract

Sponsorship not specifiedDetected 43 days ago
PythonGitSQLAWSGCPAzureCloud PlatformsMachine LearningDeep LearningTensorFlowPyTorchscikit-learnPandasNumPyData ScienceComputer VisionMLOpsStatisticsA/B TestingBlenderMayaClinical TrialsBioinformaticsRadiology

About the role

  • You will sit at the convergence of machine learning, 3D rendering, and scientific rigor - and your work will directly shape how aesthetic outcomes are measured, quantified, and communicated in clinical and commercial settings.
  • This role is equal parts scientist and builder.
  • You must move fluidly between data science workflows and 3D rendering environments, think with both precision and product-mindedness, and bring a strong bias toward innovation without sacrificing scientific integrity.

Responsibilities

  • 3D Capture Validation Lead the end-to-end validation of a 3D facial capture system, establishing technical benchmarks for accuracy, repeatability, and clinical relevance.
  • Design and execute structured validation pipelines using 3D rendered photogrammetry images to evaluate system capabilities across diverse subject populations and capture conditions.
  • Develop quantitative test protocols and statistical frameworks to assess 3D capture fidelity, geometric precision, and landmark reproducibility.
  • Document findings with scientific rigor and communicate validation outcomes to technical and non-technical stakeholders.
  • 3D Digital Endpoint Development Partner with the Digital Endpoints team to define, prototype, and scale a new suite of 3D digital endpoints for facial aesthetics applications, extending the team''s existing library of 100+ 2D endpoints.
  • Drive hypothesis generation and experimental design for Client 3D endpoints, balancing scientific validity with practical scalability.
  • Design experiments to benchmark model performance, generalizability, and robustness across capture systems and patient demographics.
  • Collaborate with clinical scientists, product managers, and regulatory stakeholders to ensure endpoints are fit-for-purpose in aesthetic clinical trials and commercial applications.
  • you will be among the first members of the team to operationalize 3D data science capabilities, building on a strong foundation of over 100 validated digital endpoints already developed for 2D images and video.

Requirements

  • Strong proficiency in Python and standard data science libraries (NumPy, SciPy, Pandas, scikit-learn, PyTorch or TensorFlow).
  • Strong written and verbal communication skills, with the ability to present complex technical findings to diverse audiences.
  • Comfortable operating in ambiguous, fast-moving environments with a high degree of autonomy and ownership.

Nice to have

  • Familiarity with photogrammetry pipelines and tools (e.g., RealityCapture, Agisoft Metashape, or similar).
  • Knowledge of 3D facial landmarking, surface parameterization, or shape analysis methods.
  • Experience contributing to or leading cross-functional research and development projects in an industry setting.
  • Familiarity with version control, MLOps principles, and reproducible research practices (Git, DVC, MLflow, or equivalent).

Skills

  • AI Statement: By applying, you acknowledge that AI-assisted tools may be used during hiring #LI-AS140
  • Open3D, trimesh,
  • PyMeshLab, PCL (Point Cloud Library), Point Cloud & Mesh Workflows Photogrammetry:
  • By applying, you acknowledge that AI-assisted tools may be used during hiring #LI-AS140

Benefits

  • Machine Learning & Modeling Build and evaluate machine learning models (supervised, self-supervised, and geometric deep learning) applied to 3D facial meshes, point clouds, and photogrammetry assets.
  • Stay ahead of the curve on emerging tools, techniques, and literature in 3D computer vision, neural rendering, and digital biomarkers.

Company info

  • Hybrid Role Summary We are seeking a highly skilled and intellectually curious 3D Data Scientist to join our growing Digital Endpoints team at the intersection of computational science, facial aesthetics, and cutting-edge 3D capture technology.
  • US Tech Solutions is a global staff augmentation firm providing a wide range of talent on-demand and total workforce solutions.
  • To know more about US Tech Solutions, please visit US Tech Solutions is an Equal Opportunity Employer.
  • All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
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