{"source":"Careermash (whatcareer.net)","measurement":"Measured August 2026","licence":"CC BY 4.0","cite_as":"Careermash, Measured August 2026, https://www.whatcareer.net/en/yellow/career/amazon-fba-seller/ai","career":{"slug":"amazon-fba-seller","title":"Amazon FBA Seller","subject":"Business and Management","ai_exposure_pct_today":48,"ai_exposure_definition":"Share of the job's day-to-day tasks AI is already used for, from observed real-world usage by occupation (Anthropic labour market research, 2026). A measurement of now, not a prediction.","horizons":[{"horizon":"Now","ai_exposure_pct":48,"door_grade":"C - hard"},{"horizon":"5 yrs","ai_exposure_pct":66,"door_grade":"D - very hard"},{"horizon":"10 yrs","ai_exposure_pct":78,"door_grade":"E - extremely hard"},{"horizon":"20 yrs","ai_exposure_pct":86,"door_grade":"E - extremely hard"}],"door_grade_now":"C - hard","door_grade_20yr":"E - extremely hard","door_source":"OpenAI, \"The AI Jobs Transition Framework\" (Richmond 2026), CC BY 4.0","moat_classified":false,"moat":null,"moat_label":"MOAT NOT YET CLASSIFIED","moat_line":"A real score, but the moat is not yet classified. No claim either way.","starting_pay":null},"verdict_sentence":"AI is already used for 48% of the measured tasks of a Amazon FBA Seller, heading for 86% within 20 years. The door in is grade C today, grade E in 20 years. Its moat is not yet classified, so we make no claim about what structurally protects it.","rank":{"careers_scored":1840,"less_exposed":1661,"same_score":26,"more_exposed":152},"neighbours":{"less_exposed":[{"slug":"admin-assistant","title":"Admin Assistant","exposure":45},{"slug":"administration-directors","title":"Administration directors","exposure":45},{"slug":"business-administrators","title":"Business administrators","exposure":45}],"more_exposed":[{"slug":"actuaries-economists-and-statisticians-nec","title":"Actuaries, economists and statisticians","exposure":50},{"slug":"advertising-and-marketing-associate-professionals-nec","title":"Advertising and marketing associate professionals","exposure":50},{"slug":"agricultural-economist","title":"Agricultural Economist","exposure":50}]},"ledger":[{"date":"2026-08-29","note":"Moat lines rewritten to assert only what the engine classification means (hands-on / protected by law / people want a real person / no special protection). No scores changed."},{"date":"2026-08-19","note":"Correction: careers without a moat record stopped showing a confident \"NO MOAT\" claim and now show \"moat not yet classified\". Exposure scores were and remain real for every career."},{"date":"2026-08-16","note":"First public measurement: AI exposure per occupation from Anthropic 2026 observed-usage research; door grades and 20-year horizons from OpenAI \"The AI Jobs Transition Framework\" (Richmond 2026, CC BY 4.0)."}]}