yum-builddep: command not found

Have You tried accessing the binary with the full path?

Maybe Your $PATH variable doesn't contain the default paths? echo $PATH should give something like:

[root@server ~]# echo $PATH
/usr/local/sbin:/usr/local/bin:/sbin:/bin:/usr/sbin:/usr/bin:/root/bin

If it's empty, You may set the PATH variable with this command

export PATH="/usr/local/sbin:/usr/local/bin:/sbin:/bin:/usr/sbin:/usr/bin:/root/bin"

On CentOS possible default full paths are:

/usr/bin/yum-builddep - from package: yum-utils

You may install the required package with command yum install {package}

On Debian possible default full paths are:

/usr/bin/yum-builddep - from package: yum-utils

You may install the required package with command apt-get install {package}
Error in other languages:
yum-builddep: bevel nie gevind nie
yum-builddep: comandă negăsită
yum-builddep: comando não encontrado
yum-builddep: commande introuvable
yum-builddep: command not found
yum-builddep: käsku ei ole
yum-builddep: không tìm thấy lệnh
yum-builddep: komanda nerasta
yum-builddep: Kommando nicht gefunden.
yum-builddep: kommandot finns inte
yum-builddep: komut yok
yum-builddep: nie znaleziono polecenia
yum-builddep: níor aimsíodh an t-ordú
yum-builddep: no se encontró la orden
yum-builddep: no s'ha trobat l'ordre
yum-builddep: opdracht niet gevonden
yum-builddep: parancs nem található
yum-builddep: perintah tidak ditemukan
yum-builddep: príkaz nenájdený
yum-builddep: příkaz nenalezen
yum-builddep: команда не найдена
yum-builddep: командата не е открита
yum-builddep: 命令找不到
yum-builddep: コマンドが見つかりません