{"company":{"id":1861742,"name":"First Student","domain":"firststudentinc.com","url":"https://alion.io/company/firststudentinc-com"},"answer":"As of Nov 12, 2026, Alion lists 10 companies most like First Student: Beacon Mobility, MV Transportation, Student Transportation of America, EverDriven, Greyhound, Academy Bus, Stagecoach, Transdev, TransWest and Northeast Transportation Company.","highlights":["First Student itself has 1,024 open roles on Alion.","Of them, Beacon Mobility is hiring the most, with 357 open roles."],"as_of":"2026-11-12","cite":"Alion, \"First Student competitors and alternatives: 10 similar companies compared on hiring and funding\", as of Nov 12, 2026. https://alion.io/company/firststudentinc-com/competitors","indexable":true,"target":{"name":"First Student","url":"https://alion.io/company/firststudentinc-com","domain":"firststudentinc.com","open_roles":1024,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"5000+","headquarters":{"city":"Cincinnati","country":"US"},"technologies":["RAG","AWS","Model Context Protocol"],"hiring_countries":["US","CA","DE"],"similarity":null},"competitors":[{"name":"Beacon Mobility","url":"https://alion.io/company/gobeacon","domain":"gobeacon.com","open_roles":357,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"1001-5000","headquarters":{"city":"Chicago","country":"US"},"technologies":["ChatGPT","Claude","Copilot"],"hiring_countries":["US"],"similarity":{"score":16.6,"shared_segments":["Public Transport","Road Transport"],"shared_technologies":["Python","SQL","Model Context 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Transport","Road Transport"],"shared_technologies":[],"same_hq_country":true}},{"name":"Stagecoach","url":"https://alion.io/company/stagecoachbus","domain":"stagecoachbus.com","open_roles":276,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"5000+","headquarters":{"city":"Perth","country":"GB"},"technologies":["Instructor","SQL","Microsoft Excel"],"hiring_countries":["GB","US"],"similarity":{"score":14.95,"shared_segments":["Public Transport","Road Transport"],"shared_technologies":["Python","SQL","AWS"],"same_hq_country":false}},{"name":"Transdev","url":"https://alion.io/company/transdev-com","domain":"transdev.com","open_roles":68,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"5000+","headquarters":{"city":"Issy-les-Moulineaux","country":"FR"},"technologies":["Power 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Company","url":"https://alion.io/company/northeastbus","domain":"northeastbus.com","open_roles":2,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"11-50","headquarters":{"city":"Watertown","country":"US"},"technologies":[],"hiring_countries":["US"],"similarity":{"score":14.25,"shared_segments":["Public Transport","Road Transport"],"shared_technologies":[],"same_hq_country":true}}],"method":"Ranked by Alion's similar-companies engine (the MCP tool similar_companies): shared industry segments and the overlap of the two segment sets, technologies named in both companies' job postings, the same headquarters country, a size band near it. Open roles are the visible postings on Alion today; their change is shown only for boards that state posting dates.","html_url":"https://alion.io/company/firststudentinc-com/competitors","json_url":"https://alion.io/company/firststudentinc-com/competitors.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-12T23:33:32Z","generated_at":"2026-11-13T19:41:32Z"}}