Beginner friendly: Moderate

I’d rate it a 3 because snow removal requires physical effort and access to equipment like shovels or snow blowers, which might not be readily available to everyone. However, it doesn't require specialized skills, and demand can be high in snowy areas, making it possible to start earning with some effort and time investment.