Dear Rajesh, Apart from the valid GATE score in the relevant GATE paper, PSUs may specify other eligibility criteria like the pass percentage or CGPA obtained during graduation, age limit, medical certificate to signify fitness. Indian nationals are only eligible for PSU recruitment through GATE 2019. After fulfilling all the eligibility criteria the last round is the interview round. 

All the best 

Hope this helps