The median pay for a welder is $38,000 per year. Only 10% earn more than $60,000 a year.
In other words, earning $70-80k "out of the gate" as you say, is rare. A person earning a median hourly income would need to work 3200 hours a year to make $70,000 (assuming 1.5x wage for all hours over 2000).
Roughnecks make $60-$80k in the oil industry. No idea what a welder makes, but I'm thinking it being a specialized skill, probably more. They often do work 70 hour weeks, as well. Not much else to do but work, drink or fight when far from home in a camp full of men.
Throw "underwater" in front of welder and you're looking at a couple factors of 6 digits.