Being 'in practice' is more commonly used for medical or legal professionals:
'Phil Macavity has been in practice at his dental surgery for 20 years.'
'In 1998 I was in practice as a paralegal at Cheetham, Screwham and Robb.'
The verbal form 'practise' (BE spelling) is even more common:
'Ivor Bunyan is a practising podiatrist for the NHS.'
'My sister has practised as a barrister since being called to the bar five years ago.'