Clinical Quality Consultant
In Brief
We’re a rapidly growing startup on a mission to make healthcare proactive by empowering physicians, nurses, and care team members with real-time data to save lives. You’ll support product quality for an FDA-cleared, AI-driven clinical platform, from complaint investigation once it’s live in hospitals, to the quality system and regulatory record that hold it all together.
Who We Are
Bayesian Health’s mission is to improve patient outcomes by empowering clinicians with the insights they need to make the right decision for the right patient at the point of care. We’re a diverse team of clinicians, engineers, AI experts, product designers, and performance improvement leaders committed to enabling smarter, patient-specific care delivery through unlocking the power of data.
We’re funded by top tier tech and biotech investors: Obvious Ventures, Andreessen Horowitz, American Medical Association’s venture arm, Catalio Partners, and LifeForce Capital. Recent recognitions include Forbes AI Top 50, World Economic Forum Tech Pioneer, Time Best Inventions, and BioTech AI Company of the Year. Read more about our peer-reviewed research in Nature Medicine associating our products with improved patient outcomes.
About the Role
When a care team asks why an alert did or did not fire, that question comes to our Clinical Production Support team, and answering it well takes real clinical judgment. Clinical case reviews are the largest share of that work and the heart of this role. You will investigate what happened in a given encounter, reach a sound and defensible conclusion, and communicate it clearly to the clinicians and client teams who asked.
Strong clinical reasoning is the foundation. On top of it, you will build a working understanding of how the product behaves, including how flags are generated, how suppression logic works, and how data moves from the EHR into the model. That technical fluency is taught here rather than expected at hire. The same is true of the medical device regulatory side, where you will grow into product complaint handling and, once trained, contribute to the disposition of possible anomalies that gate our releases.
This is a function still being built. Case volume is growing faster than the process around it, so you will be writing and improving the review standards, templates, and escalation paths as much as you follow them.
What You’ll Own
Clinical Case Review
Perform clinical case reviews on sepsis alerts: work the encounter record, establish the clinical timeline, determine whether the alert behaved as designed, and produce an internal case review with cited evidence and a recommended next action.
Product & Technical Fluency
Build and apply working knowledge of how the product generates, suppresses, and delivers flags, including the EHR data that drives it, so your conclusions hold up to both clinical and technical scrutiny. Review the AI-assisted triage and classification our tooling performs, including investigation and complaint classification, ticket creation, and draft acknowledgements, and correct them where the clinical facts don’t support the output.
Communication & Escalation
Write clear, accurate responses to the clinicians and clinical informatics teams who submitted the case, following our communication standards, which protect patient privacy and avoid giving clinical direction. Own escalation: route issues to the accountable team in data science, engineering, implementation, or clinical, give them the clinical context they need, and drive tickets through to closure rather than handing them off. Send close-out communications and close resolved tickets.
Caseload Management
Manage a concurrent caseload against response commitments: track status, prioritize by clinical and client risk, and keep the queue current without prompting.
Pattern Recognition
Look across cases, not only at them. Identify recurring patterns such as mapping failures, interface latency, or suppression gaps, quantify how often they occur, and raise them with the owning team before clients do.
Process Ownership
Create and improve case review templates, evidence standards, response language, triage rules, and escalation paths. Document what you build so the next reviewer reaches the same conclusion from the same facts.
Complaint Handling
Support product complaint handling: document complaints and assemble the clinical evidence a complaint review requires, and, once trained, contribute to the disposition of possible anomalies as part of the release process required of a regulated device.
What You’ll Bring
Sound judgment and the ability to reason from vitals, labs, medications, and documentation to a defensible conclusion
Clear written communication suited to clinician and clinical informatics audiences
A record of getting things done without close supervision, in an environment where the process is still taking shape
Evidence that you fix processes rather than work around them, something you found broken, changed, and documented so it stayed fixed
The ability to learn a technical product quickly and reason about it accurately, including asking the right questions of engineering and data science
Fluency with AI tools in daily work, with the judgment to verify their output rather than pass it through
Comfort working in a ticket-driven, data-heavy environment, staying organized and accurate across many concurrent cases
Genuine interest in learning medical device quality and regulatory practice, including complaint handling
Qualifications
5 years of experience, either:
An active RN license and 3+ years of acute care experience, for example ICU, emergency, or rapid response, with strong familiarity with sepsis and clinical deterioration OR
Commensurate healthcare experience with ability to understand clinical aspects of sepsis and clinical deterioration
Experience with EHRs such as Epic or Cerner, or work in clinical informatics, clinical research, or clinical decision support
Exposure to SEP-1 or sepsis bundle abstraction and quality reporting
Familiarity with medical device quality standards such as QMSR or ISO 13485, or clear eagerness to build that knowledge
Comfort reading structured clinical data exports and spreadsheets
Authorization to work in the United States
Life at Bayesian
We’re a small, mission-driven team building AI tools that help clinicians catch life-threatening conditions earlier. We work remotely but stay closely connected in real time. We believe that closer collaboration helps us move faster for the hospitals and patients who depend on us.
Our values guide how we work every day:
Patients at the center. We hold ourselves to a high bar for excellence and impact.
Hard problems, real breakthroughs. We pursue new ideas even when it’s uncomfortable.
No surprises, clear signals. We communicate clearly and honestly, so teams and customers can trust us.
Whole people, shared respect. We treat teammates with respect and make space to grow.
Truth seekers, stronger together. We debate openly and align around shared goals.
What We Offer
Medical, Dental & Vision: Coverage through Anthem Blue Cross Blue Shield, including an HSA-eligible option, plus dental and vision through Guardian/VSP. Bayesian covers the majority of your premium and a meaningful share of your dependents’ coverage. Enrolled members also get access to One Medical for same-day and 24/7 virtual primary care.
Life & Disability: Life insurance, short-term disability, and long-term disability, fully company-paid.
401(k): A company retirement plan with your choice of investment approach.
Wellbeing: Free mental health support through Spring Health, plus additional wellness resources including pet care benefits and more.
Time Off: Generous PTO that grows with tenure, paid sick time, paid holidays, and occasional company-wide self-care days.
Equity: You’ll also receive equity, so you share directly in what we build together.
Team Retreats: A fully paid annual company retreat to connect with the team in person.
Equipment: Your choice of Mac hardware, a one-time home office stipend, and ongoing reimbursement for internet and phone costs.
Team: Quality & Regulatory
Reports to: Head of Quality and Regulatory
Level: Mid-level individual contributor
Employment Classification: Full-Time with Benefits
FLSA Status: Exempt
Location: Remote – US Only
Salary: $85,560 – $97,129
Candidates based in certain high-cost cities may be eligible for a geographic premium.
Equity: Eligible
Synchronous Hours: 11a-5p ET (8a-2p PT)
Bayesian Health provides equal employment opportunities to all employees and applicants without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable federal, state, or local law.
Bayesian Health is committed to providing reasonable accommodations to qualified individuals, including for disability, pregnancy-related conditions, and religious practice. If you need accommodation during the application or interview process, contact careers@bayesianhealth.com.
Candidates must have current, unrestricted authorization to work in the United States. Bayesian Health does not provide visa sponsorship for this position. Bayesian Health participates in E-Verify.
This job posting describes the general nature of the role. Employment with Bayesian Health, if offered, is at-will, and duties may evolve over time.
