Much of Pompeianus' early life has been lost to history. He participated in the Roman–Parthian War of 161–166 under the command of Emperor Lucius Verus, likely as a legionary commander. Sometime prior to the Parthian campaign, he was elevated to the rank of senator. He served with distinction during the war, earning him appointment as suffect consul for the remainder of the year 162 AD.