She joined the Pacific Fleet on the 19th and, after calling at Mare Island Naval Shipyard for armament modifications, arrived at Pearl Harbor on 31 July.
On 22 August, Thatcher joined the fast aircraft carrier task group of Rear Admiral Charles Alan Pownall.
She performed escort duty between Espiritu Santo and Guadalcanal and then screened a resupply convoy to Vella Lavella in mid-October.
At 02:27 on 2 November, radar on the American ships showed surface blips at a range of slightly over 35,000 yards (32 km).
The Battle of Empress Augusta Bay began when the destroyers of DesDiv 45 fired a salvo of 25 torpedoes at the Japanese ships.
While the Japanese lost Sendai and Hatsukaze, the United States suffered no total losses as Foote was towed to port and repaired.
After her damage had been corrected at the Mare Island Navy Yard, Thatcher stood out of San Francisco on 11 February 1944 and steamed to Pearl Harbor for refresher training before rejoining TF 39 on 14 March.
She escorted the carriers as their aircraft flew strikes against Palau, Yap, Ulithi, and Woleai in the Caroline Islands from 30 March to 1 April.
On 13 April, Thatcher escorted the fast carriers to New Guinea as they launched strikes against Hollandia, Wakde, Sawar Airfield, and Sarmi on the 21st and 22d to support the landings for Operations Reckless and Persecution.
On 26 May, her number 3 5 inch gun accidentally fired into her starboard midships 20 mm mount, killing five men and causing considerable structural damage.
While operating with the group near Saipan on 12 June, Thatcher and Charles Ausburne were ordered to rescue some aviators in the water near Pagan Island.
It was shortly before dark and, as Charles Ausburne was picking them up, Thatcher investigated a ship which had been sighted about six miles northward.
When they had closed the range to 4,700 yards (4.3 km), Ausburne fired star shells which revealed a ship similar to the vessel Thatcher had sunk.
On 18 June, when TF 58 prepared for a major battle with the Japanese fleet, Thatcher's group took station on the northern flank of the force.
During the ensuing action—later referred to as the "Great Marianas Turkey Shoot"—only a few Japanese planes broke through the American fighter cover, and they caused no damage.
The next day, Thatcher and TG 58.4 were detached from the westward-moving task force to refuel and to continue strikes against Rota and Guam.
On 27 June, Thatcher was with the destroyer squadron that was detached to accompany Miami and Houston on a bombardment mission against Rota and Guam.
The destroyer served with TF 58 until 2 August when she was detached to join Admiral William Halsey's 3d Fleet at Eniwetok.
When the weather cleared and the fleet reassembled, Thatcher joined TG 30.8, a supply group, and served with it until 7 January 1945.
Thatcher was off the landing beaches on 18 March and fired her only bombardment of the day against two groups of Japanese cut off by guerrillas in villages near the assault area.
As Army troops landed at Negros Occidental on the 29th, the destroyer assisted with call fire and continued the task until 5 April when she was relieved.
The destroyer was assigned to radar picket duty to detect and intercept enemy aircraft before they could enter the transport anchorages.
Thatcher was struck from the Navy List on 5 December 1945 and sold on 23 January 1948 to the Lerner Co., Oakland, California, for scrap.