To safely remove ice dams, avoid using any sharp or heavy tools that could damage your roof. Instead, consider using a calcium chloride ice melter applied in a nylon stocking, which can help melt the ice without harming your roofing materials. For large or persistent ice dams, it is recommended to hire a professional ice dam removal service.