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Sr. Staff Software Engineer, Image AI and Modeling

Carlsmed

Carlsbad, CA
Full Time
Senior
170k-200k
14 days ago

Job Description

About the Role

The Sr. Staff Software Engineer, Image AI and Modeling, leads the strategy, execution, and clinical validation of Carlsmed's imaging AI initiatives, focused on transforming raw medical scans into high-fidelity, clinically accurate 3D models. This role guides development across multiple imaging modalities (CT, MRI, X-ray), ensures regulatory compliance, and spearheads future capabilities in multi-modal model fusion.

Key Responsibilities

  • Own development of AI-based segmentation and 3D reconstruction pipelines for CT, MRI, X-Ray, and multi-modal data.
  • Design and lead model retraining workflows within a regulatory framework (PCCP, 510(k)).
  • Build and curate annotated datasets for spine imaging (CT, MRI, & X-Ray).
  • Drive adoption of self-supervised, cross-modal, and generative AI techniques.
  • Collaborate with clinical and product development teams to validate anatomical accuracy.
  • Coordinate model performance evaluation, golden dataset strategy, and toolchain development.
  • Collaborate with consultants, ML engineers and imaging scientists.

Requirements

  • Ph.D. or M.S. in Biomedical Engineering, Machine Learning, Computer Vision, or related field.
  • At least 8+ years in software development, including 5+ years focused on building deep learning models for medical imaging applications (segmentation, registration, 3D reconstruction), using Python-based frameworks.
  • Demonstrated proficiency with Python programming and scripting, particularly for data preprocessing, model development, and workflow automation.
  • Solid background in navigating regulatory environments, including FDA 510(k) and PCCP submissions.
  • Deep familiarity with spinal anatomy or orthopedic imaging workflows is highly desirable.
  • Proven track record leading cross-functional initiatives, collaborating across clinical, regulatory, and engineering teams.
  • Hands-on involvement with synthetic imaging techniques, including GANs and diffusion models.
  • Strong foundation in multi-modal learning and anatomical registration.
  • Well-versed in the FDA's Good Machine Learning Practice (GMLP) principles.

Nice to Have

  • Deep familiarity with spinal anatomy or orthopedic imaging workflows.
  • Hands-on involvement with synthetic imaging techniques, including GANs and diffusion models.

Qualifications

  • Ph.D. or M.S. in Biomedical Engineering, Machine Learning, Computer Vision, or related field.

Benefits & Perks

  • Competitive salary and benefits.
  • 100% paid monthly healthcare, dental, and vision insurance premiums.
  • 401(k) plan with employer matching.
  • Unlimited PTO.

Working at Carlsmed

Carlsmed is an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. Carlsmed is committed to providing reasonable accommodation for candidates with disabilities in our recruitment process.

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Job Details

Posted AtJul 10, 2025
Salary170k-200k
Job TypeFull Time
ExperienceSenior

Job Skills

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About Carlsmed

Website

carlsmed.com

Company Size

51-100 employees

Location

Carlsbad, CA

Industry

Research and Development in the Physical, Engineering, and Life Sciences

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