Teaching quality standards, The core of the role; say it often, Tutor development at scale, Your headline skill, Measurable impact, Development that makes a measurable difference to learners, Learner outcomes, Progress and results, the end goal, Learner retention, Learners who keep booking lessons; proof of teaching quality, KPIs / key metrics, I built KPI dashboards tracking…, Data-driven iteration, Measure, learn, improve, repeat, Leading and lagging indicators, Early signals versus final results, Cohort analysis, Comparing groups such as trained versus untrained tutors, A/B testing, Test two versions and keep what works, Needs analysis, Finding what tutors need before designing, Competency framework, Skills a great tutor has from beginner to expert, Initial Tutor Training / onboarding, Their term for initial tutor training, Continuous professional development (CPD), Ongoing growth after onboarding, Subject matter experts (SMEs), Experts you commission content from, Cross-functional collaboration, Working with Product, Data and Comms, Stakeholder alignment, Getting teams to agree on goals, Scalable content, Content that works for 100,000 tutors, Human-led, AI-enhanced, Preply's phrase and your philosophy, Learning science, Your evidence base: metacognition, neurodiversity

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