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Clinic Booking

Product Manager

Harrow
Posted about 16 hours ago
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Role Overview

Journey Ownership

Own discovery → evaluation → booking → pre-visit confidence. Remove friction and uncertainty with transparent information and safe guidance.

AI-Assisted UX

Ship AI features (e.g., curated answers, provider matching, safety nudges) using retrieval and guardrails; instrument quality and costs.

Trust & Safety

Embed our policies (no medical advice, CPOM awareness, HIPAA boundary) into UX. Balance speed with safety and compliance.

Experimentation

Hypothesis → design → A/B test → causal analysis → rollout. Maintain a clear metric tree and avoid local maxima.

Cross-Functional

Partner with Design, Eng, Data, Provider Ops, and Legal. Communicate trade-offs in writing (PRDs, briefs, postmortems).

Area Summary

Journey ownership: Own discovery → evaluation → booking → pre-visit confidence. Remove friction and uncertainty with transparent information and safe guidance.

AI-assisted UX: Ship AI features (e.g., curated answers, provider matching, safety nudges) using retrieval and guardrails; instrument quality and costs.

Trust & safety: Embed our policies (no medical advice, CPOM awareness, HIPAA boundary) into UX. Balance speed with safety and compliance.

Experimentation: Hypothesis → design → A/B test → causal analysis → rollout. Maintain a clear metric tree and avoid local maxima.

Cross-functional: Partner with Design, Eng, Data, Provider Ops, and Legal. Communicate trade-offs in writing (PRDs, briefs, postmortems).

Outcomes You'll Drive

  • Higher qualified bookings and patient satisfaction (NPS/CSAT) with measurable uplift.
  • Reduced time-to-answer and drop-off via AI-curated guidance and safer defaults.
  • Improved provider responsiveness through smarter routing and expectation setting.
  • Clearer signals of quality (verified reviews, profile completeness, ServiceScore™ inputs).
  • Fewer escalations through proactive safety nudges and "right next step" UX.

Success Metrics (Illustrative KPIs)

MetricDefinitionGuardrails
Qualified booking rateBookings that meet geo/treatment/availability criteria and pass fraud checks.No increase in cancel rates; maintain response SLAs.
Decision latencyTime from first visit to inquiry/booking.No rise in misroutes or safety escalations.
AI answer qualityOffline eval + human review pass rate for curated answers/guides.No medical advice; privacy boundary respected.
Patient satisfactionPost-booking CSAT/NPS for patient journey.Bias/representation checks; access equity.
Cost efficiencyRevenue or bookings per AI/infra dollar.Quality and safety metrics stay green.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

Start with a chat, not a search bar

Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

P

Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.

Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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Strong

Only hits

No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.

30/60/90 Plan

First 30 Days

  • Map current patient journeys, metrics, and pain points; review safety & privacy constraints.
  • Ship a small, high-signal improvement (copy, ordering, default) with an A/B.

Days 31–90

  • Own a multi-step initiative (e.g., AI-curated evaluation guide or smarter provider matching).
  • Establish a metric tree and an experiment backlog; publish a public (internal) roadmap.

Requirements

Must-Have

  • 4+ years as a Product Manager shipping user-facing experiences at scale.
  • Strong experimentation skills (A/B, metrics, causality basics); clear PRDs and crisp writing.
  • AI-aware product sense: knows when to use retrieval, prompts, and guardrails vs. classic UX/IR.
  • Comfort with data: funnels, cohorts, retention; partner tightly with Data/Eng.
  • Excellent collaboration across Design, Eng, Ops, and Legal.

Nice-To-Have

  • Healthcare marketplace, UGC/reviews, or trust & safety experience.
  • Familiarity with privacy concepts (consent, minimization, retention), HIPAA boundary, and CPOM sensitivity.
  • Light technical depth (e.g., understands APIs, search, RAG at a conceptual level).

AI-First Expectations (PM)

Outcomes Over Hype

  • Use AI where it measurably helps patients decide and book safely. When a simpler UX or search improvement beats AI, choose the simpler path.
  • Define problems that AI can realistically improve; avoid overreach into medical advice.
  • Work with Eng to set quality bars (offline eval sets, human review, red-team prompts).
  • Design guardrails: privacy boundary, prompt injection resistance, safe defaults and disclosures.
  • Instrument cost/latency/quality; maintain dashboards and review weekly.
  • Document decisions and model/dataset provenance; plan fallbacks and rollbacks.

Privacy Boundary

  • No medical advice. Do not route PHI or consumer health data to non-approved endpoints. Prefer retrieval of vetted content and clear hand-offs to providers.

Research, Experiments & Quality

Discovery

What you'll do: User interviews, log reads, heatmaps, support tickets; define JTBD and "critical paths."

Quality gates: Clear problem statement; ethical/privacy review.

Design

What you'll do: Low-fi → hi-fi; content and empty-state strategy; AI vs. non-AI trade-offs.

Quality gates: Legal/safety sign-off for sensitive flows; localization plan.

Experiment

What you'll do: Ship behind a flag; A/B with pre-declared metrics; run length and power checks.

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Quality gates: Guardrail metrics monitored; rollback criteria defined.

Launch

What you'll do: Gradual ramp; announce changes; update help/FAQ; provider comms as needed.

Quality gates: Post-launch review; incident playbook ready.

PhaseWhat you'll doQuality gates
DiscoveryUser interviews, log reads, heatmaps, support tickets; define JTBD and "critical paths."Clear problem statement; ethical/privacy review.
DesignLow-fi → hi-fi; content and empty-state strategy; AI vs. non-AI trade-offs.Legal/safety sign-off for sensitive flows; localization plan.
ExperimentShip behind a flag; A/B with pre-declared metrics; run length and power checks.Guardrail metrics monitored; rollback criteria defined.
LaunchGradual ramp; announce changes; update help/FAQ; provider comms as needed.Post-launch review; incident playbook ready.

Hiring Process

StepWhat to expectTypical time
1) ApplyResume/CV + short note on a product you shipped end-to-end and an AI decision you made (use vs. don't use).2–5 business days
2) Screen30 min with recruiter/hiring manager on fit, metrics mindset, and AI fluency.~1 week
3) Deep DiveCase study on patient journey and experimentation; writing sample (brief/PRD).~1 week
4) PracticalTime-boxed take-home or prior work review (includes a light eval/guardrail exercise).3–7 days
5) PanelCross-functional conversations; collaboration, trade-offs, and ethics.~1 week
6) OfferComp band, benefits, start date. Background check post-offer where lawful.48–72 hours

Accommodation Requests

Email your application with your resume/CV and 1–2 short case studies showing metrics impact. If available, include a sample PRD/brief and any AI trade-off analysis you've done.

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Notices

  • Equal Opportunity: We welcome applicants of all backgrounds and do not discriminate on any protected basis.
  • Right to work: Work authorization required; export-control compliance may apply.
  • Privacy: Your data is handled per our Applicant/Candidate Privacy Notice and Records Retention Summary.

Owner/Operator: Spyface Tech Company, LLC (d/b/a "ClinicBooking"). Address: 30 N Gould St Ste N, Sheridan, WY 82801, USA

Contact: hello@spyface.com (corporate), care@clinicbooking.com (talent).

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Skills

Product Management
A/B Testing
Experimentation
AI Product Sense
Data Analysis
User Experience
Product Requirements Documents
Cross-functional Collaboration
RAG
HIPAA Compliance
Metric Tree Development
User Research
Causal Analysis
Stakeholder Management
Product Roadmap

Location

Harrow, England, United Kingdom

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