Fluorescence-based biochemical assays are sensitive and convenient to use; therefore, they are widely employed for enzyme assays and molecular interaction studies. However, when this method is applied for screening of a compound library for drug discovery, high fluorescence compounds, which usually exist in large numbers in chemical libraries, are problematic. Fluorescence Polarization (FP) and Time-Resolved Fluorescence Resonance Energy Transfer (TR-FRET) assays are less affected by compound fluorescence and suitable for large-scale high-throughput screening (HTS). In this section, we describe homogenous FP and TR-FRET methods for PI3-kinase (PI3K), a family of lipid kinases that is "difficult-to-do-HTS" since traditional radioisotope assays are hard to apply to HTS format. The application of FP and TR-FRET techniques for PI3K HTS will be described and advantages and disadvantages of these assays will be discussed.