The invention discloses a technique for continuously preparing methyl levulinate by a furfural two-step process. The technique comprises the following steps: 1) filling an in-situ hydrogenation fixed-bed reactor with a supported non-noble metal catalyst, and filling an acid-catalyzed alcoholysis fixed-bed reactor with a solid acid catalyst; 2) dissolving furfural in isopropanol to form a homogeneous solution, pressurizing the solution through a measuring pump 1, preheating the solution through a preheater 1, continuously adding the solution into the in-situ hydrogenation fixed-bed reactor, and reacting; 3) separating the reaction solution by a rectification tower 1, mixing the furfuryl alcohol obtained on the tower bottom with methanol to form a homogeneous solution, pressurizing the solution through a measuring pump 2, preheating the solution through a preheater 2, continuously adding the solution into the acid-catalyzed alcoholysis fixed-bed reactor, and reacting; and 4) separating the reaction solution by a rectification tower 2, and obtaining the methyl levulinate product from the tower bottom. The technique implements continuous production on the methyl levulinate, has the advantages of high treatment capacity, stable long-time operation catalytic activity and high product yield, is suitable for large-scale industrial application, and has favorable industrialization application prospects.