Talent.com
Sr. Staff Software Engineer, Image AI and Modeling
Sr. Staff Software Engineer, Image AI and ModelingCarlsmed • Carlsbad, CA, US
Sr. Staff Software Engineer, Image AI and Modeling

Sr. Staff Software Engineer, Image AI and Modeling

Carlsmed • Carlsbad, CA, US
30+ days ago
Job type
  • Full-time
Job description

Job Description

Job Description

Salary : Position Description

Reporting to the Vice President, Surgical Planning Technologies, the Sr. Staff Software Engineer, Image AI and Modeling, leads the strategy, execution, and clinical validation of Carlsmeds 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 FDAs 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.

    Create a job alert for this search

    Sr Software Engineer • Carlsbad, CA, US

    Related jobs
    Sr. Deep Learning / AI Engineer - Machine Learning (Hybrid or Remote)

    Sr. Deep Learning / AI Engineer - Machine Learning (Hybrid or Remote)

    Illumina • San Diego, CA, United States
    Remote
    Full-time
    Deep Learning / AI Engineer - Machine Learning (Hybrid or Remote) page is loaded## Sr.Deep Learning / AI Engineer - Machine Learning (Hybrid or Remote)locations : US - California - San Diego - HQ : U...Show more
    Last updated: 30+ days ago • Promoted
    Staff Engineer, Machine Learning Engineering ( Automation Frameworks)

    Staff Engineer, Machine Learning Engineering ( Automation Frameworks)

    Qualcomm • San Diego, CA, United States
    Full-time
    Company : Qualcomm Technologies, Inc.Artificial Intelligence is changing the world for the benefit of human beings and societies. QUALCOMM, as the world's leading mobile computing platform provider, ...Show more
    Last updated: 17 hours ago • Promoted • New!
    Sr Software Engineer, Access / Car Keys Engineering

    Sr Software Engineer, Access / Car Keys Engineering

    Apple Inc. • San Diego, CA, United States
    Full-time
    Sr Software Engineer, Access / Car Keys Engineering.San Diego, California, United States Software and Services.At Apple, extraordinary ideas quickly become extraordinary products and experiences.The ...Show more
    Last updated: 17 hours ago • Promoted • New!
    Sr Engineer, Machine Learning Engineering (ML Apps)

    Sr Engineer, Machine Learning Engineering (ML Apps)

    Qualcomm • San Diego, CA, United States
    Full-time
    Engineering Group, Engineering Group > .Artificial Intelligence is changing the world for the benefit of human beings and societies. QUALCOMM, as the world's leading mobile computing platform provide...Show more
    Last updated: 3 days ago • Promoted
    Staff Product Manager, AI

    Staff Product Manager, AI

    ClickUp • San Diego, CA, US
    Full-time
    Product Manager, AI-Driven Features.ClickUp is revolutionizing the way the world works.As the only all-in-one productivity platform built from day one for true convergence, ClickUp unifies tasks, d...Show more
    Last updated: 1 day ago • Promoted
    Staff Software Engineer - Remote

    Staff Software Engineer - Remote

    TradeJobsWorkForce • 92122 San Diego, CA, US
    Remote
    Full-time
    Staff Software Engineer Remote Job Duties : • Implement and evolve a Data Lake storage system with low latency and high thr...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer - Generative AI

    Staff Machine Learning Engineer - Generative AI

    Qualcomm • San Diego, CA, United States
    Full-time
    Engineering Group, Engineering Group > .We are seeking an experienced Machine Learning Engineer specializing in Generative AI to join our core AI team. The ideal candidate will be responsible for des...Show more
    Last updated: 30+ days ago • Promoted
    Staff AI Scientist

    Staff AI Scientist

    Intuit Inc. • San Diego, CA, US
    Full-time
    Intuit is looking for an innovative and hands-on.Come join our collaborative and creative group of AI scientists and machine learning engineers and build models that directly affect hundreds of tho...Show more
    Last updated: 6 hours ago • Promoted • New!
    Staff Machine Learning Engineer - Generative AI

    Staff Machine Learning Engineer - Generative AI

    Nutanix • San Diego, CA, United States
    Full-time
    Engineering Group, Engineering Group > .We are seeking an experienced Machine Learning Engineer specializing in Generative AI to join our core AI team. The ideal candidate will be responsible for des...Show more
    Last updated: 23 days ago • Promoted
    Sr Engineer II, Data

    Sr Engineer II, Data

    Davita Inc. • San Diego, CA, US
    Full-time
    At Exact Sciences, we're helpingchange how the world prevents, detects and guides treatment for cancer.We give patients and clinicians the clarity needed to make confident decisions when they matte...Show more
    Last updated: 6 hours ago • Promoted • New!
    Sr Director, Artificial Intelligence

    Sr Director, Artificial Intelligence

    Illumina • San Diego, CA, US
    Full-time
    Head Of Artificial Intelligence (AI).The Head Of Artificial Intelligence (AI) is responsible for the design, development, and execution of the company's enterprise AI strategy.Reporting directly to...Show more
    Last updated: 21 days ago • Promoted
    Staff Engineer, Machine Learning Engineering (Qualcomm AI Research, Amsterdam)

    Staff Engineer, Machine Learning Engineering (Qualcomm AI Research, Amsterdam)

    Qualcomm • San Diego, CA, United States
    Full-time
    Qualcomm Technologies Netherlands B.Engineering Group, Engineering Group > .At Qualcomm AI Research, we are advancing AI to make its core capabilities – perception, reasoning, and action – ubiquitou...Show more
    Last updated: 19 days ago • Promoted
    CPU RTL Design Engineer - Sr Staff

    CPU RTL Design Engineer - Sr Staff

    Qualcomm • San Diego, CA, United States
    Full-time
    Qualcomm India Private Limited.Engineering Group, Engineering Group > .Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilit...Show more
    Last updated: 30+ days ago • Promoted
    Staff Engineer, Machine Learning Engineering (On-device SW)

    Staff Engineer, Machine Learning Engineering (On-device SW)

    Qualcomm • San Diego, CA, United States
    Full-time
    Engineering Group, Engineering Group > .Qualcomm AI Research is looking for talented AI software engineers to enable AI technologies on edge devices. This is your opportunity to join a high-caliber t...Show more
    Last updated: 30+ days ago • Promoted
    Sr. Machine Learning Software Engineer

    Sr. Machine Learning Software Engineer

    Sony Playstation • San Diego, CA, US
    Full-time
    PlayStation isn't just the Best Place to Play — it's also the Best Place to Work.Today, we're recognized as a global leader in entertainment producing The PlayStation family of products and service...Show more
    Last updated: 6 hours ago • Promoted • New!
    Staff Software Engineer, iOS (Hybrid - San Diego, CA or Acton, MA)

    Staff Software Engineer, iOS (Hybrid - San Diego, CA or Acton, MA)

    Insulet • San Diego, CA, United States
    Full-time
    We are looking for a self driven Staff iOS Software Engineer to join the Medical Device Software team responsible for developing new products and improving existing ones. This person is expected to ...Show more
    Last updated: 8 days ago • Promoted
    Staff Software Engineer, iOS (Hybrid - San Diego, CA or Acton, MA)

    Staff Software Engineer, iOS (Hybrid - San Diego, CA or Acton, MA)

    Insulet Corporation • San Diego, CA, United States
    Full-time
    Staff Software Engineer, iOS (Hybrid - San Diego, CA or Acton, MA).Position overview : We are looking for a self-driven Staff Software Engineer to join the Medical Device Software team responsible f...Show more
    Last updated: 18 days ago • Promoted
    Director, AI

    Director, AI

    Saab, Inc. • San Diego, CA, United States
    Full-time
    Be among the first 25 applicants.Engineering and Information Technology.Defense and Space Manufacturing.At Skapa by Saab, you’ll be part of a passionate team of innovators helping to create the fut...Show more
    Last updated: 3 days ago • Promoted