what does the bible say?
Faith in God is a matter of will, where one commits to believing in God despite the limitations of human reason. This commitment is not just an intellectual exercise but involves a willing acceptance and love of God (Deuteronomy 6:5; Matthew 22:37). The human intellect, no matter how lofty, must be redeemed by Christ (Psalm 14:1)
Some scientists do believe in God, and they have learned how faith and science work together in harmony. Addressing the problem of Godless worldviews, Colossians 2:8 gives a warning to believers to not be taken captive by worldly philosophies that are based on human tradition. This includes materialism and naturalism, which many scientists adhere to.
Unbelieving scientists choose to limit their definition of truth to what can be empirically discovered. However, the truth of God cannot be discovered via the scientific method, because God is a transcendent being beyond the natural world (1 Kings 8:27). Reasons for unbelief include personal experience, skepticism, fear of social consequences (John 12:42-43), and misunderstanding God's grace.
Scientists who reject faith in God do so for the same reasons anyone else does. Their atheism is built on some foundational choices noted in the verses below.