To avoid disqualifying yourself from a job at Norfolk Southern Railway, carefully review the job requirements and tailor your resume to highlight relevant skills and experience. Be honest in your application and ensure your qualifications align with the position. Additionally, consider seeking advice from job search platforms like Jobcase or other providers to enhance your job application strategy.