Zen Educate — Algorithmic Staff Matching Cuts Fill Times and Agency Costs for London Schools

Zen Educate, founded in London in 2017 and headquartered at 107 Cheapside, is an online marketplace that uses an algorithmic 'match' system to connect state schools directly with supply (substitute) and permanent teaching staff, replacing the layer of traditional recruitment agencies. The company raised €6.3 million in 2019 — at the time the largest funding round for a European teacher-recruitment technology business outside the US — followed by a £19.3 million ($21 million) Series A extension and a $37 million Series B round as it expanded from the UK into the United States.
Zen Educate's matching algorithm weighs factors beyond certification alone, including teaching style, classroom-management approach, subject specialism and school culture, to pair educators with vacancies. The company reports an average fill rate of 94%, an average time-to-fill of 8.5 minutes, acceptance of fewer than 10% of applicants who apply to join its educator network, and aggregate school savings of over $20 million versus traditional agency markups.
These performance figures are self-reported by the company rather than independently audited or peer-reviewed, and the platform's matching process has not been the subject of a published third-party fairness or bias assessment — a limitation shared by many commercial EdTech staffing tools now operating in schools.

Read the full analysis: https://www.zeneducate.com/us/schools