Airlines verify a pilot’s credentials through a strict background and compliance process that includes checking pilot licenses with civil aviation authorities, reviewing verified flight logbooks and simulator records, confirming medical certificates with approved aviation medical examiners, validating training history from flight schools or previous employers, and conducting interviews, technical assessments, and background checks to ensure all qualifications are authentic and meet regulatory and safety requirements before hiring.