Can a person dismissed from defence forces (air force/navy/army) join any central government job.

You may have to reveal the details of past employment and details of resignation or dismissal in the application form for employment. 

The further process of recruitment will depend on the conditions of the employment. 

You are dismissed from the job, leading to permanent disqualification for future employment either in the government or the public sector.