Staff Regulatory Affairs Engineer

About The Role

The Staff Regulatory Affairs Engineer is the primary regulatory strategist and architect for our AI/ML Software as a Medical Device (SaMD) portfolio. While many companies view Regulatory Affairs as a purely administrative function at Hinge Health we leverage this role as a technical disciplinehence the Engineer title.

In this role you will be responsible for the hands-on authorship and management of regulatory submissions (510(k) De Novo Pre-Subs) for our cutting-edge AI products. You will partner closely with Product Clinical and Engineering teams to interpret the evolving FDA framework for AI/ML helping us navigate complex pathways like Predetermined Change Control Plans (PCCP). You will also own the internal regulatory functions that support our Quality Management System ensuring our rapid innovation remains compliant.

What Youll Accomplish

• Submission Leadership (AI/ML SaMD): Lead the planning authorship and submission of regulatory filings (510(k) De Novo Q-Submissions) for AI/ML-enabled software. You will be the primary author not just a reviewer translating complex technical and clinical data into compelling regulatory narratives.

• Regulatory Strategy & AI Policy: Develop and execute regulatory strategies for new product introductions and major software updates. You will serve as the internal authority on the FDAs evolving AI/ML Action Plan guiding the business on how to validate and monitor adaptive algorithms.

• Design Control & Change Impact: Participate in Design Reviews and Change Control Boards (CCB) to assess the regulatory impact of software changes. You will determine when a new 510(k) or Letter to File is required specifically evaluating changes to AI models and retraining pipelines.

• QMS & Internal Compliance: Support the maintenance of the Quality Management System (QMS) by ensuring regulatory requirements (21 CFR 820 ISO 13485) are reflected in internal procedures. You will act as the Regulatory representative during internal and external audits (FDA ISO).

• Promotional Review: Review and approve labeling marketing materials and user manuals to ensure claims are substantiated and consistent with cleared indications for use.

• Post-Market Surveillance & Vigilance: Partner with Quality to monitor post-market performance of AI models. You will lead the assessment of complaints for regulatory reporting requirements (e.g. eMDRs) and manage any necessary recalls or field actions.

• Cross-Functional Coaching: Educate technical teams on regulatory principles demystifying the submission process and helping engineers understand how their documentation directly supports regulatory clearance.

Basic Qualifications:

• Education: Bachelors degree in Biomedical Engineering Software Engineering Regulatory Science or a related technical/scientific field.

• Experience: 7 years of experience in Regulatory Affairs within the medical device industry with a minimum of 3 years focused on Software as a Medical Device (SaMD) or Digital Health.

• Submission Expertise: Proven track record of authoring and clearing US FDA Class II submissions (510(k) or De Novo). Experience interfacing directly with FDA reviewers during the review clock.

• Technical Fluency: Ability to understand software architecture cloud infrastructure and AI/ML concepts sufficiently to describe them to regulators. Familiarity with IEC 62304 and FDA Guidance on Software Validation.

Preferred Qualifications:

• AI/ML Specifics: Direct experience with regulatory submissions involving Machine Learning Deep Learning or Computer Vision. Familiarity with Good Machine Learning Practice (GMLP) principles and Predetermined Change Control Plans (PCCP).

• International Experience: Experience with international registrations particularly EU MDR (CE Marking) for software or Health Canada requirements.

• Data Analysis: Ability to review statistical analysis plans and clinical validation reports to ensure they meet regulatory expectations for substantial equivalence or safety/effectiveness.

• Agile Integration: Experience working in an Agile/Scrum environment and adapting regulatory submission timelines to iterative software release cycles.

About Hinge Health

Hinge Health leverages software including AI to largely automate care for joint and muscle health delivering an outstanding member experience improved member outcomes and cost reductions for its clients. The company has designed its platform to address a broad spectrum of MSK carefrom acute injury to chronic pain to post-surgical rehabilitationand the platform can help to ease members pain improve their function and reduce their need for surgeries all while driving health equity by allowing members to engage in their exercise therapy sessions from anywhere. The company is headquartered in San Francisco California.

Learn more at

What Youll Love About Us

• Inclusive healthcare and benefits: On top of comprehensive medical dental and vision coverage we offer employees and their family members help with gender-affirming care tools for family and fertility planning and travel reimbursements if healthcare isnt available where you live.

• Planning for the future: Start saving for the future with our traditional or Roth 401k retirement plan options which include a 2% company match.

• Modern life stipends: Manage your own learning and development

Culture and Engagement

Hinge Health is an equal opportunity employer and prohibits discrimination and harassment of any kind. We make employment decisions without regards to race color religion sex sexual orientation gender identity national origin age veteran status disability status pregnancy or any other basis protected by federal state or local law. We also consider qualified applicants regardless of criminal histories consistent with legal requirements. We provide reasonable accommodations for candidates with disabilities. If you feel you need assistance or an accommodation due to a disability let us know by reaching out to your recruiter. By submitting your application you are acknowledging we are using your personal data as outlined in the personnel and candidate privacy policy.

Beware of Phishing Attempts: Weve noticed an increase in phishing where fraudsters impersonate employees and send fake job offers to steal sensitive information. Well never ask for financial details during the hiring process and only use @ emails. If you receive a suspicious offer stop communication and report it to the US FBI Internet Crime Complaint Center. To verify an email from our recruiting team forward it to .

Required Experience:

Staff IC