Hello dear, 

Thanks for contacting us. 

Sure you can write GATE exam for government job after completing your B.E(ECE). The eligibility criteria for GATE says the candidate must have a bachelor's degree in engineering/ technology or masters degree (msc). For more information visit the link below: 

Https://engineering.careers360.com/gate-eligibility-criteria

All the best