The ALICE Collaboration at the CERN Large Hadron Collider has measured the production of multi-strange baryons in Pb-Pb collisions at 2.76TeV. Preliminary results on mid-rapidity transverse momentum spectra of the charged Ξ and Ω baryons, in different centrality classes, are presented