Red teaming for medical edge cases, unsafe guidance, and model failure modes * Identifying signs of patient distress, medical risk, or urgency escalation * Rating and evaluating AI model responses ...
Red teaming for medical edge cases, unsafe guidance, and model failure modes * Identifying signs of patient distress, medical risk, or urgency escalation * Rating and evaluating AI model responses ...
Surgery - General Physician Assistant
Honolulu, HI · On-site
$116K - $140K/yr
Surgical Assistant Honolulu, HI Medical Edge Recruitment is seeking a Surgical Assistant for a full-time opportunity in beautiful Honolulu, Hawaii! Salary: $116,000 to $140,000 annually Schedule ...
Surgery - General Physician Assistant
Honolulu, HI · On-site
$116K - $140K/yr
Surgical Assistant Honolulu, HI Medical Edge Recruitment is seeking a Surgical Assistant for a full-time opportunity in beautiful Honolulu, Hawaii! Salary: $116,000 to $140,000 annually Schedule ...
Rhinology and Neuro-Rhinology Fellowship
$200K - $300K/yr
... edge technology in a state-of-the-art environment. Required Skills: * Completion of an ACGME ... Eligible for medical licensure in Illinois Education and Experience: * Residency in Otolaryngology ...
New
Rhinology and Neuro-Rhinology Fellowship
$200K - $300K/yr
... edge technology in a state-of-the-art environment. Required Skills: * Completion of an ACGME ... Eligible for medical licensure in Illinois Education and Experience: * Residency in Otolaryngology ...
New
Rhinology and Neuro-Rhinology Fellowship
$200K - $300K/yr
... edge technology in a state-of-the-art environment. Required Skills: * Completion of an ACGME ... Eligible for medical licensure in Illinois Education and Experience: * Residency in Otolaryngology ...
New
Rhinology and Neuro-Rhinology Fellowship
$200K - $300K/yr
... edge technology in a state-of-the-art environment. Required Skills: * Completion of an ACGME ... Eligible for medical licensure in Illinois Education and Experience: * Residency in Otolaryngology ...
New
Tape Edge Machine Operator
$32 - $37/hr
Medical
Life
Retirement
PTO
... Edge Machine Operator with a background in the sewing industry ... This position would earn a generous base salary and a loaded benefits package including medical ...
Quick apply
Tape Edge Machine Operator
$32 - $37/hr
Medical
Life
Retirement
PTO
... Edge Machine Operator with a background in the sewing industry ... This position would earn a generous base salary and a loaded benefits package including medical ...
Medical Assistant - Endocrinology - River's Edge
Columbus, OH · On-site
$17 - $21.75/hr
The Medical Assistant is responsible for assisting physician with patient care in compliance with ... Day Scheduled Weekly Hours : 40 Department Endocrinology Rivers Edge Dr Join us! ... if your ...
Medical Assistant - Endocrinology - River's Edge
Columbus, OH · On-site
$17 - $21.75/hr
The Medical Assistant is responsible for assisting physician with patient care in compliance with ... Day Scheduled Weekly Hours : 40 Department Endocrinology Rivers Edge Dr Join us! ... if your ...
Tape Edge
Verona, MS · On-site
$16/hr
Medical
Dental
Vision
Tape Edge Pay : $16.00/hr Shift : 6:00am-4:30pm Location : Verona, MS Integrity Trade Services is ... medical, dental, and vision insurance. Join a reputable company that prioritizes safety, fairness ...
Tape Edge
Verona, MS · On-site
$16/hr
Medical
Dental
Vision
Tape Edge Pay : $16.00/hr Shift : 6:00am-4:30pm Location : Verona, MS Integrity Trade Services is ... medical, dental, and vision insurance. Join a reputable company that prioritizes safety, fairness ...
PM Med Aide/Med Tech
Alameda, CA · On-site
$24/hr
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
PM Med Aide/Med Tech
Alameda, CA · On-site
$24/hr
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
PM Med Aide/Med Tech
Alameda, CA · On-site
$24/hr
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
PM Med Aide/Med Tech
Alameda, CA · On-site
$24/hr
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
PM Med Aide/Med Tech
Alameda, CA · On-site
$24/hr
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
PM Med Aide/Med Tech
Alameda, CA · On-site
$24/hr
Waters Edge Lodge is currently seeking a Medication Aide and/or Med Tech for the PM (2:30pm-11:00pm) shift. Pay Rate- $24.00 per hour The primary functions of a Med Aide/Med Tech are to: * Administer ...
Edge AI Product Owner - Medical Devices & AI Experience Level: 5-8 Years Department: Product, Data and AI Engineering About the Role: We are seeking a visionary and technically adept Edge AI Product ...
Edge AI Product Owner - Medical Devices & AI Experience Level: 5-8 Years Department: Product, Data and AI Engineering About the Role: We are seeking a visionary and technically adept Edge AI Product ...
Edge AI Product Owner - Medical Devices & AI Experience Level: 5-8 Years Department: Product, Data and AI Engineering About the Role: We are seeking a visionary and technically adept Edge AI Product ...
Edge AI Product Owner - Medical Devices & AI Experience Level: 5-8 Years Department: Product, Data and AI Engineering About the Role: We are seeking a visionary and technically adept Edge AI Product ...
Edge Delivery Manager
$135K/yr
The Edge Production Infra & Connectivity team supports all connectivity for the Meta product family ... related medical conditions), sexual orientation, gender, gender identity, gender expression ...
Edge Delivery Manager
$135K/yr
The Edge Production Infra & Connectivity team supports all connectivity for the Meta product family ... related medical conditions), sexual orientation, gender, gender identity, gender expression ...
Edge Delivery Manager
$135K/yr
The Edge Production Infra & Connectivity team supports all connectivity for the Meta product family ... related medical conditions), sexual orientation, gender, gender identity, gender expression ...
Edge Delivery Manager
$135K/yr
The Edge Production Infra & Connectivity team supports all connectivity for the Meta product family ... related medical conditions), sexual orientation, gender, gender identity, gender expression ...
Zoological Manager/River's Edge and the Curator of Mammals/Ungulates & River's Edge Position ... Observing and monitoring animals for behavioral and medical needs and proactive training for ...
Zoological Manager/River's Edge and the Curator of Mammals/Ungulates & River's Edge Position ... Observing and monitoring animals for behavioral and medical needs and proactive training for ...
The Edge Production Infra & Connectivity team supports all connectivity for the Meta product family ... related medical conditions), sexual orientation, gender, gender identity, gender expression ...
The Edge Production Infra & Connectivity team supports all connectivity for the Meta product family ... related medical conditions), sexual orientation, gender, gender identity, gender expression ...
Mental Edge Counseling, LLC. - Behavioral Health General Application
Medical
Dental
Vision
PTO
Mental Edge Counseling, LLC is a mission-driven outpatient mental health practice with offices in ... Client Care Specialist Medical Coordinator Collections Specialist Billing Specialist Billing ...
Mental Edge Counseling, LLC. - Behavioral Health General Application
Medical
Dental
Vision
PTO
Mental Edge Counseling, LLC is a mission-driven outpatient mental health practice with offices in ... Client Care Specialist Medical Coordinator Collections Specialist Billing Specialist Billing ...
Keeper, River's Edge
Saint Louis, MO · On-site
Zoological Manager/River's Edge and the Curator of Mammals/Ungulates & River's Edge Position ... Observing and monitoring animals for behavioral and medical needs and proactive training for ...
Keeper, River's Edge
Saint Louis, MO · On-site
Zoological Manager/River's Edge and the Curator of Mammals/Ungulates & River's Edge Position ... Observing and monitoring animals for behavioral and medical needs and proactive training for ...
Medical Edge information
See salary details
$17.29 is the 25th percentile. Wages below this are outliers.
$13.22 - $29.50
100% of jobs
$29.50 - $45.78
0% of jobs
$45.78 - $62.06
0% of jobs
$62.06 - $78.34
0% of jobs
$78.34 - $94.62
0% of jobs
$94.62 - $110.90
0% of jobs
$110.90 - $127.19
0% of jobs
$127.19 - $143.47
0% of jobs
$143.47 - $159.75
0% of jobs
$159.75 - $176.03
0% of jobs
$176.03 - $192.31
0% of jobs
$13
$76
$192
How much do medical edge jobs pay per hour?
What are some common challenges faced by professionals working in a Medical Edge team, and how can they be addressed?
What is the difference between Medical Edge vs Medical Assistant?
| Aspect | Medical Edge | Medical Assistant |
|---|---|---|
| Certifications | Varies by role, often includes specialized training | Certified Medical Assistant (CMA) or Registered Medical Assistant (RMA) |
| Work Environment | Administrative, clinical, or specialized settings in healthcare | Clinics, hospitals, physician offices |
| Employer & Industry Usage | Healthcare providers, clinics, hospitals | Primary care clinics, hospitals, outpatient facilities |
| Common Search & Comparison | Often compared for healthcare support roles | Standard entry-level healthcare role |
Medical Edge and Medical Assistant roles both support healthcare delivery, but Medical Edge may involve more specialized or administrative tasks depending on the role. Medical Assistants are typically certified and work directly in clinical settings assisting physicians. Understanding these differences helps job seekers find the right position aligned with their skills and career goals.
What are the key skills and qualifications needed to thrive as a Medical Edge professional, and why are they important?
What is a Medical Edge?

Job description
mpathic is seeking part-time medical experts to support confidential initiatives focused on AI safety, health information quality, and medical risk mitigation for large language models (LLMs). This role is ideal for clinicians and medical professionals who care deeply about patient safety, health equity, and the responsible use of AI in healthcare contexts. Multilingual proficiency is critical for this role. We are especially interested in experts who can work fluently across multiple languages and cultural contexts.
Responsibilities vary by project and may include:
- Roleplaying medical and health-related scenarios with AI agents
- Evaluating the medical accuracy, clarity, and safety of AI-generated health information
- Red teaming for medical edge cases, unsafe guidance, and model failure modes
- Identifying signs of patient distress, medical risk, or urgency escalation
- Rating and evaluating AI model responses for safety, appropriateness, and harm prevention
- Developing and refining medical rubrics, behavioral taxonomies, and evaluation frameworks
- Conducting qualitative analysis of AI conversations involving health topics
- Providing expert feedback on internal medical safety and health policy
- Collaborating with engineers, researchers, and clinicians on safety metrics
- Documenting edge cases, near-misses, and failure patterns
- Maintaining strict confidentiality, QA standards, and ethical guidelines
- Participating in interdisciplinary review and calibration sessions
Who You'll Protect
- Patients seeking medical or health-related guidance
- Caregivers and family members
- Individuals with acute, chronic, or complex health conditions
- Users navigating uncertainty, anxiety, or risk related to health decisions
What We're Looking For
Successful candidates are proactive, detail-oriented, communicative, and comfortable working at the intersection of medicine and emerging technology.
Basic Qualifications
- Graduate-level training (past or current) in medicine, nursing, public health, or a related clinical field
- Clinical experience evaluating or managing medical conditions (acute, chronic, or complex)
- Strong understanding of medical ethics, patient safety, and risk communication
- Fluency in English and at least one additional language
- Familiarity with AI tools, LLMs, or clinical decision-support technologies
- Ability to work remotely using Slack, LLM tools, and Google Docs
- Comfort with ambiguity, evolving guidelines, and feedback-driven work
- Willingness to sign NDAs and work with sensitive or high-risk content
- Availability up to 10 hours per week and for occasional scheduled meetings
Above and Beyond
- Completed degree and active licensure
- 5+ years of clinical or applied medical experience
- Experience in emergency medicine, primary care, specialty care, or public health
- Experience working with a broad range of cultures
- Background in health communication, medical education, or patient-facing content
- Trust & safety, content moderation, or medical data labeling experience
- Interest in AI, NLP, or ML applications in healthcare
- Experience reviewing or developing clinical guidelines or protocols
- Membership in online communities (e.g., Discord, Reddit, professional forums)
- Experience working across cultures or healthcare systems internationally
About Mpathic API
Sourced by ZipRecruiter
Industry
Software development
Company size
1 - 10 Employees
Headquarters location
Bellevue, WA, US
Year founded
2021