This study demonstrates the effect of size and concentration of the gold nanoparticles (AuNP) labels on the sensitivity of evanescent wave absorbance (EWA) based fiber optic sandwich immunobiosensor. A plasmonic sandwich immunoassay using human Immunoglobulin G (HIgG) and goat anti-HIgG (GaHIgG) was performed on aU-bent polymethyl methacrylate (PMMA) based plastic optical fiber (POF) probe (core diameter \pmb{500\ \mu} \mathbf{m} and bend diameter 1.4 mm). Enhanced EWA response was observed with 60 nm AuNP labels for the analyte concentration \pmb{1\ \mu} \mathbf{g}/\mathbf{ml} in comparison to 20, 40 and 80 nm AuNP labels. Furthermore, on optimizing the GAbs concentration the sensitivity of the sensor enhanced significantly with \pmb{20\times 60} nm labels with a LOD of 100 fg/ml. The advantages such as ease in fiber probe handling and simple instrumentation are highly promising for development of fiberoptic biosensors for various applications. © 2018 IEEE.