This paper presents a modified AMRI conjugate gradient (CG) technique based on exact line search. The novel approach is use for solving unconstrained optimization problems. The performance of the proposed algorithm based on number of iteration and CPU was recorded. Under some suitable conditions the convergence of the proposed method is discussed. Finally, new method was extended to estimate unemployment rate in Nigeria. © 2024 American Institute of Physics Inc.. All rights reserved.