Jérôme Petazzoni describes how Docker helps with various roles including as a tech support engineer, technical writer, developer, and sysadmin. Docker helps reproduce issues for support, allows documentation to be rendered consistently, simplifies setting up development environments, and improves processes like deployment, scaling, and orchestration. The Docker Engine and Registry are open source with commercial support options available.