We measure gate-tuned thermoelectric power of mechanically exfoliated Bi 2 Se 3 thin films in the topological insulator regime. The sign of the thermoelectric power changes across the charge neutrality point as the majority carrier type switches from electron to hole, consistent with the ambipolar electric field effect observed in conductivity and Hall effect measurements. Near charge neutrality point and at low temperatures, the gate dependent thermoelectric power follows the semiclassical Mott relation using the expected surface state density of states, but is larger than expected at high electron doping, possibly reflecting a large density of states in the bulk gap. The thermoelectric power factor shows significant enhancement near the electron-hole puddle carrier density ~ 0.5 x 10 12 cm -2 per surface at all temperatures. Together with the 2 expected reduction of lattice thermal conductivity in low dimensional structures, the results demonstrate that nanostructuring and Fermi level tuning of three dimensional topological insulators can be promising routes to realize efficient thermoelectric devices.KEYWORDS Topological Insulators, Thermoelectric Power, Ambipolar Electric Field Effect, Bismuth Selenide, Charge Transfer Doping.The efficiency of thermoelectric devices is determined by the thermoelectric figure of merit ZT = σS 2 T/κ, where S is thermoelectric power (Seebeck coefficient) and σ and κ are electrical and thermal conductivity respectively. For a given thermal conductivity (typically dominated by phonons) and temperature, ZT is determined by the electronic structure of a material through the power factor σS 2 . Nanostructuring has long been seen as a promising route to increase ZT both through decreasing κ via phonon boundary scattering, and increasing the power factor through confinement-induced band structure effects 1 . The discovery that important thermoelectric materials Bi 1-x Sb x and Bi 2 (Se,Te) 3 [2][3][4] are in fact 3D topological insulators (TI) has triggered new directions to improve ZT via nanostructuring. The 3D TIs have an insulating bulk but metallic surface states with spin-momentum helicity which cannot be localized by nonmagnetic disorder 4,5 . Recent theoretical calculations 6,7 show that significant enhancement of ZT is expected in 3D TIs particularly in thin film geometry where top and bottom surfaces can hybridize and form a surface gap 8 .Thermoelectric power is also of great interest in understanding the electronic transport properties of Dirac electronic systems 9 , thus measurement of the thermoelectric properties of TI surface states can elucidate details of the electronic structure of the ambipolar nature of 3 topological metallic surface states that cannot be probed by conductance measurements alone 10 .Although there have been theoretical investigations of thermal and thermoelectric properties of Dirac materials including graphene and TIs 6,7,[11][12][13][14][15] and thermoelectric transport in carbon nanotubes 16 and graphene 9,17-19 have been studied expe...