No, they're not made in Russia. Although you would need a real KGB spy to find out where Invicta's parts are actually manufactured. Most parts are from eastern Asia and some from Switzerland. They are then imported into the US for (final) assembly.
The "Russian" comes from the style of watch case used, mainly that huge attached cap that covers and protects the crown.