The 2D electron system (2DES) at the KTaO 3 surface or heterointerface with 5d orbitals hosts extraordinary physical properties, including a stronger Rashba spin-orbit coupling (RSOC), higher superconducting transition temperature, and potential of topological superconductivity. Herein, a huge enhancement of RSOC under light illumination achieved at a superconducting amorphous-Hf 0.5 Zr 0.5 O 2 /KTaO 3 (110) heterointerface is reported. The superconducting transition is observed with T c = 0.62 K and the temperature-dependent upper critical field reveals the interaction between spin-orbit scattering and superconductivity. A strong RSOC with B so = 1.9 T is revealed by weak antilocalization in the normal state, which undergoes sevenfold enhancement under light illumination. Furthermore, RSOC strength develops a dome-shaped dependence of carrier density with the maximum of B so = 12.6 T achieved near the Lifshitz transition point n c ≈ 4.1 × 10 13 cm −2 . The highly tunable giant RSOC at KTaO 3 (110)-based superconducting interfaces show great potential for spintronics.