Let c, k be two positive integers. Given a graph , the c‐Load Coloring problem asks whether there is a c‐coloring such that for every , there are at least k edges with both endvertices colored i. Gutin and Jones (Inf Process Lett 114:446–449, 2014) studied this problem with . They showed 2‐Load Coloring to be fixed‐parameter tractable (FPT) with parameter k by obtaining a kernel with at most 7k vertices. In this paper, we extend the study to any fixed c by giving both a linear‐vertex and a linear‐edge kernel. In the particular case of , we obtain a kernel with less than 4k vertices and less than edges. These results imply that for any fixed , c‐Load Coloring is FPT and the optimization version of c‐Load Coloring (where k is to be maximized) has an approximation algorithm with a constant ratio.