ML Engineer - 3D Geometry & Design Automation

Novineer, Inc.; Daytona Beach (FL); In loco; USD 120.000 - 180.000; Tempo pieno

Vantaggi offerti da questo lavoro

Competitive Salary

Stock Option Benefits

Medical, Dental, and Vision Insurance

E-verify Participation to Support OPT

H1B Visa Support

Descrizione del lavoro

Novineer is seeking a highly motivated Machine Learning Engineer specializing in geometry processing, ML, and computational modeling to advance design automation in aerospace and automotive workflows. You will develop geometric processing methods, build ML-driven reconstruction and shape recognition models, and integrate them into Novineer's software suite.

The role requires a PhD or Master’s in a related field, strong DL background, and experience with point clouds, meshing, CAD, and

Competenze

• PhD or Master’s degree in Computer Science, Aerospace, Mechanical or related field with focus on ML, Computational Geometry, or Computer Vision.
• Strong background in deep learning architectures for geometry processing, 3D modeling, or related domains.
• Experience with point cloud processing, surface meshing, and CAD model generation.

Mansioni

• Contribute to development of geometric processing methods, including surface meshing, shape analysis, and topology optimization techniques.
• Develop ML-driven computational modeling techniques to improve geometric data processing, surface representation, and structural modeling workflows.
• Develop feature extraction and shape recognition models to enhance part classification and geometric analysis.

Conoscenze

Geometry processing

Deep learning

Python / C++

Point cloud processing

Formazione

PhD or Master’s in CS / Aerospace / Mechanical

Strumenti

TensorFlow

PyTorch

JAX

Descrizione del lavoro

Novineer is seeking a highly motivated Machine Learning Engineer specializing in geometry processing, ML, and computational modeling to advance design automation in aerospace and automotive workflows. You will develop geometric processing methods, build ML-driven reconstruction and shape recognition models, and integrate them into Novineer's software suite.

The role requires a PhD or Master’s in a related field, strong DL background, and experience with point clouds, meshing, CAD, and