Lead ML Engineer — Medical Imaging & 3D Reconstruction

Holobeam Technologies Inc.; Bethpage (NY); On-site; USD 180,000 - 240,000; Full time

Benefits offered by this job

Health insurance

401K

Stock options

Job summary

Holobeam Technologies in Bethpage, Long Island, NY is seeking a Lead Machine Learning Engineer – Medical Imaging to guide a small ML research team, design experiments, and move promising work toward clinical and regulatory readiness.

You will stay hands‑on—coding, training, and evaluating 2D/3D medical imaging methods on datasets such as X-ray, CT, DICOM, and MRI—while mentoring engineers and shaping research direction. A PhD is desirable but depth matters more.

Qualifications

• 6+ years of applied ML/computer-vision experience.
• Advanced Python and PyTorch skills.
• Hands-on experience developing and training deep-learning models.
• Experience with medical imaging datasets (CT, X-ray, MRI, etc.).
• Experience leading or mentoring ML engineers/researchers.

Responsibilities

• Lead ML research and mentor a small team while remaining actively involved in coding, training, and experimentation.
• Develop and evaluate methods involving 2D/3D medical imaging, reconstruction, image analysis, and generative imaging.
• Work with medical imaging datasets including X-ray, CT, DICOM, annotations, masks, and volumetric data.
• Translate promising research papers into working implementations and controlled experiments.
• Design validation methods that distinguish clinically supported information from visually plausible model output.
• Address data quality, registration error, hallucination, domain shift, uncertainty, and other model failure modes.
• Build reproducible preprocessing, training, inference, and evaluation pipelines.
• Help move successful research toward production, clinical validation, and regulatory submission.

Skills

Applied ML/Computer Vision

Python

PyTorch

Deep learning

Medical imaging experience

Team leadership

Education

PhD or equivalent research experience

PhD in related field

Tools

CUDA

Multi-GPU training

Job description

Holobeam Technologies in Bethpage, Long Island, NY is seeking a Lead Machine Learning Engineer – Medical Imaging to guide a small ML research team, design experiments, and move promising work toward clinical and regulatory readiness.

You will stay hands‑on—coding, training, and evaluating 2D/3D medical imaging methods on datasets such as X-ray, CT, DICOM, and MRI—while mentoring engineers and shaping research direction. A PhD is desirable but depth matters more.