Clinical Product Manager

RESPONSIBILITIES:

Lead the design and governance of clinical escalation logic including defining biometric trigger thresholds baseline deviation rules trajectory detection logic and multi-metric corroboration frameworks.
Translate clinical evidence and physiological principles into product specifications decision trees and algorithm requirements in partnership with Data Science and Product teams.
Conduct structured literature reviews and evidence synthesis to justify signal thresholds escalation frameworks and AI safety boundaries.
Define signal confidence standards including acceptable false positive and false negative trade-offs and partner with Data Science to evaluate real-world performance.
Establish AI clinical guardrails by defining what AI systems can and cannot communicate in health contexts including escalation triggers safety boundaries and response constraints.
Design and document escalation governance frameworks to ensure explainability defensibility and regulatory alignment.
Partner with Product to shape member-facing language and escalation UX preserving wellness positioning while ensuring clarity and trust.
Collaborate with Regulatory and Quality teams to ensure clinical logic is appropriately framed within wellness and safety boundaries.
Contribute to the development of SOPs documentation frameworks and scalable clinical product processes within WHOOP’s Digital Health organization.

QUALIFICATIONS:

Bachelor’s degree in Medicine Life Sciences Biomedical Sciences Public Health or related field required. Advanced clinical degree (MD PA NP PharmD PhD or equivalent) strongly preferred.
5+ years of experience in digital health clinical product management medical devices clinical research or related health technology roles.
Demonstrated experience translating clinical evidence into product logic thresholds or decision-support systems.
Strong understanding of physiological measurement signal validation sensitivity/specificity trade-offs and measurement error concepts.
Experience working cross-functionally with Data Science Engineering Product and Regulatory teams.
Familiarity with GCP FDA ICH or medical device regulatory frameworks relevant to digital health or SaMD.
Ability to operate in ambiguity make structured trade-offs and communicate clinical reasoning clearly to technical and executive stakeholders.
Experience working with wearable devices digital biomarkers or remote monitoring technologies preferred.
Experience designing decision-support frameworks preferred. 
Experience supporting AI-enabled health products including defining safety guardrails and escalation pathways preferred. 
Experience in regulated medical device environments or Software as a Medical Device (SaMD) programs preferred. 

What We Do

At WHOOP we’re on a mission to unlock human performance. WHOOP empowers members to perform at a higher level through a deeper understanding of their bodies and daily lives. Our wearable device and performance optimization platform has been adopted by many of the world's greatest athletes and consumers alike.

Why Work With Us

At WHOOP we’re focused on building an inclusive and equitable team with a strong sense of belonging for everyone—increasing representation in every way as our team grows. We believe that our differences are our source of strength—so much so it’s one of our core values.


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