Faculty carries a Seen Grade of 70/100, with an average wait of about 21 days to hear back and a 22% ghost rate. Here's what applicants report.
Faculty AI (UK) runs a structured, selective process: recruiter screen, a Codility take-home coding test, a 30-min data-scientist interview (overfitting, hyperparameter tuning, XGBoost, explaining biased models), then a team technical round and a director interview; about 3 weeks. Candidates rate it ~38-48% positive (difficulty ~3/5). Recurring gripe: real take-home effort with little or no feedback and occasional ghosting. Reported average time to first response is about 21 days. Applicants report roughly 4 interview round(s).
Check Faculty's full hiring report for the latest grade, the city-by-city breakdown, and recent applicant reports. If you've already applied, track it so you know exactly when to follow up — and report what happened so the data stays honest for everyone after you.
Seen aggregates real applicant reports into a 0–100 transparency grade. Scores are community signals, not verified facts, and update as new reports come in. Last refreshed hourly.