Your application activity is private. None of the information you supply during the job application process is stored or visible on your LinkedIn profile. There will be no visible indication that you’ve applied for a job.
However, if you update your profile during the application process, those profile changes will be reflected on your LinkedIn profile. Updates could also be broadcast to your network unless you adjust the activity broadcast setting.