I first requested an informational interview with someone I met through a networking event. From that interview I found out about a job that was a good match for my skills. I applied for that opportunity through the official HR channels but also directly to the hiring manager. It was very helpful to both fill out a complete official online application and establish a line of communication with the hiring manager. The hiring manager is not listed on the job ads so I only found that out through a personal connection.