If you're picking up big files from a network location, it takes time to transfer them over a network. It might be helpful to make any saved data you're loading into small files by compressing them into a serialized binary file.
write_rds(compress = "xz")
These .rds files get very small, making them quick to transfer over a network, and they decompress almost instantly when opened with read_rds().