Do atmospheric pressure increases with weight?

Atmospheric pressure doesn't increase with weight. Atmospheric pressure is the weight of the air above us exerting force on us due to gravity. It remains relatively constant at sea level, but decreases as you go higher in altitude due to less air above exerting pressure.