The specific vacancy you are considering
Use the actual job description, including responsibilities and stated requirements. Separate recruiter commentary or unrelated advertisements before pasting if they obscure the role. Keep a copy of the original posting elsewhere so you can check context. A repeated word can come from general company language rather than a qualification the employer expects.
