You can apply directly for jobs. Some employers may ask for GCSEs, including English and maths.
You'll have an advantage if you've got a forklift training certificate, though your employer may put you through training to get one when you start work.
Experience of loading and unloading goods and materials in a warehouse, in freight transport or on a building site would be useful.