Job summary
Job post source
This job is directly from Carlsmed
Job overview
The Sr. Staff Software Engineer, Image AI and Modeling at Carlsmed leads AI-driven medical imaging projects to develop high-fidelity 3D models from scans, impacting clinical accuracy and innovation.
Responsibilities and impact
The role involves developing AI segmentation and 3D reconstruction pipelines for CT, MRI, and X-ray, managing model retraining within regulatory frameworks, curating annotated datasets, adopting advanced AI techniques, validating anatomical accuracy with clinical teams, and coordinating model evaluation and toolchain development.
Compensation and benefits
The position offers a competitive salary range of $170,000 to $200,000 annually plus bonus, with full healthcare, dental, and vision insurance premiums paid, a 401(k) with employer matching, and unlimited PTO.
Experience and skills
Candidates should have a Ph.D. or M.S. in relevant fields, 8+ years software development experience including 5+ years in medical imaging deep learning, proficiency in Python, regulatory knowledge (FDA 510(k), PCCP), familiarity with spinal anatomy, and experience with synthetic imaging and multi-modal learning.
Work environment and culture
Carlsmed is an equal opportunity employer committed to diversity and providing accommodations for disabilities, emphasizing employee health and well-being.
Company information
Carlsmed specializes in medical imaging AI focused on transforming medical scans into clinically accurate 3D models, with a strong regulatory compliance focus.
Unique job features
The role uniquely integrates advanced AI techniques like self-supervised and generative models within a regulated medical imaging environment, emphasizing multi-modal data fusion and clinical validation.
Company overview
Carlsmed, Inc., based in Carlsbad, California, is a medical technology company specializing in personalized spine surgery solutions. Founded in 2018, Carlsmed leverages data and AI to create patient-specific devices aimed at improving outcomes for individuals with adult spinal deformities. The company is known for its aprevo® technology, which has received significant attention and funding, including a $52.5 million Series C round. Carlsmed's innovative approach not only enhances surgical precision but also aims to reduce healthcare costs.
How to land this job
Position your resume to highlight your extensive experience in developing deep learning models for medical imaging, especially segmentation, registration, and 3D reconstruction using Python frameworks, to align with Carlsmed's focus on imaging AI initiatives.
Emphasize your expertise in regulatory compliance, particularly FDA 510(k) and PCCP submissions, and your ability to design model retraining workflows within these frameworks, as this is critical for the role.
Showcase your collaboration skills across clinical, regulatory, and engineering teams to demonstrate your leadership in cross-functional initiatives and your experience working with diverse stakeholders.
Apply through multiple channels including Carlsmed's corporate careers page and LinkedIn to maximize your visibility and ensure your application reaches the right recruiters and hiring managers.
Connect with current employees in the imaging AI or biomedical engineering divisions at Carlsmed on LinkedIn; use ice breakers like commenting on recent AI advancements in medical imaging or asking about their experience with multi-modal model fusion projects.
Optimize your resume for ATS by incorporating keywords from the job description such as 'deep learning models,' 'medical imaging,' '3D reconstruction,' 'FDA 510(k),' 'regulatory compliance,' 'Python,' and 'multi-modal learning' to improve your chances of passing automated screenings.
Jennie Johnson's Power Apply feature can automate applying through multiple platforms, tailor your resume with relevant keywords, and identify LinkedIn connections for networking, allowing you to focus your time on preparing for interviews and skill enhancement.
Jennie Johnson works for you!
Here’s what we do to make sure you’re successful:
Targeted Resume Revamp:
We expertly craft your resume to navigate Applicant Tracking Systems (ATS) and showcase your qualifications, making you stand out as a top-tier candidate.
Job Description Dissection:
Unpack the job posting with expert analysis, ensuring your application hits every key requirement.
Bespoke Cover Letter:
Capture the attention of hiring managers with a personalized cover letter that highlights how your skills align perfectly with the job's needs.
Interview Mastery:
Prepare for interviews like a pro with likely questions, strategic answers, and insightful questions for you to ask, setting you apart as an informed candidate.
Direct Application Insights:
Receive tailored advice on the best places to apply, ensuring your applications are seen by the right employers.
Skills and Gaps Assessment:
Identify and close critical skills gaps to position yourself as the best-fit candidate for your ideal job.
Personalized Email Pitch:
Make a memorable first impression with an email template crafted to engage potential employers and initiate meaningful conversations.
In-depth Research Guide:
Leverage comprehensive research tools to gather effective insights on companies, industry trends, and role-specific challenges.
Detailed Company Analysis:
Gain in-depth understanding of your prospective employer, giving you the edge in applications and interviews.
Strategic Candidate Overview:
Understand your unique value and why companies would want to interview you, highlighting your background and positioning.