I believe ESP is FAT32 formatted by default. I see that during installation, gptmbr.bin is written to the target device. This look to be creating the 4MB 1st Partition. Guess it's FAT32 formatted.
It looks like ESXi can mount filesystems of type vfat (FAT16 to be specific), VMFS and NFS .