Gajanand Sharma, special magistrate in a consumer affairs court, lived with his family at the Nyaydeep apartment in Gandhi Nagar, they said.
He had stepped outside today morning but did not return since then, SHO Bajaj Nagar Manoj Gupta said.
Sharma's son lodged a missing compliant and efforts were on to locate him, he added.