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Modeling • carlsbad ca

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Sr. Staff Software Engineer, Image AI and Modeling

CarlsmedCarlsbad, California, United States

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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-fide...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30

ENGINEERING TECH (3D MODELING AND ANIMATION PROGRAM)

Santa Rosa Junior CollegeSonoma County, CA

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Santa Rosa Junior College is currently accepting applications to establish a pool for part-time associate faculty assignments. Associate assignments are temporary, part-time or on-call.This job post...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30

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Data Modeling Lead

VirtualVocationsVista, California, United States

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A company is looking for a Data Modeling and Integration Lead to manage and optimize data processes and integrations.Key Responsibilities Write and update queries using SQL and MongoDB to extract...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_hours

Sr. Hydraulic Modeling & Analysis Project Manager (Water / Wastewater / Recycled Water) •REMOTE •

ArdurraOceanside, CA, US

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Senior Project Manager with Hydraulic Modeling & Analysis.We are looking for experienced professionals who want the opportunity to help grow an organization with the support and resources of a nati...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_30

Sr. Staff Software Engineer, Image AI and Modeling

CarlsmedCarlsbad, California, United States

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Position Description

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.

Qualifications

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.

Equal Opportunity Employer

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. If you need any assistance or accommodation due to a disability, please let us know.

Compensation

We are pleased to provide a competitive salary and benefits. Our benefits reflect our investment in the overall health and well-being of our employees and their families. including paying 100% of monthly healthcare, dental and vision insurance premiums, a 401(k) plan with employer matching, and unlimited PTO. The expected pay range is : $170,000 - $200,000 annually plus a bonus opportunity. Compensation may vary based on related skills, experience, and relevant key attributes.