The IceCube Neutrino Observatory will be upgraded in 2022/23. For this IceCube Upgrade and the planned enlarged detector IceCube-Gen2 new optical modules are under development. One of these optical modules, the Wavelength-shifting Optical Module (WOM), uses wavelength-shifting and light-guiding techniques to measure Cherenkov photons in the UV-range. To understand the potential improvements of this new module the absorption and scattering lengths of UV light in the South Pole ice need to be measured. The measurement is done utilizing an existing borehole (SPICEcore) of 1751 m depth. The SPICEcore hole was drilled for glaciological studies and filled with a transparent antifreeze liquid to remain accessible. To measure the UV optical properties a calibration device has been designed and lowered down into the hole. The device includes a UV light source and a UV-sensitive detector. UV photons scattered back are measured and from their time distribution the scattering and absorption length are calculated. We present the design of the probe and its performance during the 2018/19 measurement campaign.