No and yes. Mould needs organic material to grow. Concrete is not organic, so it cannot grow on that material. HOWEVER, dirt contains bits of organic material and mould can grow on dirt. Many times you can see mould growing on concrete, but it is really growing on the dirt that is on the concrete. To eliminate it, keep the concrete clean and dry – since mould must also have moisture to grow.