Early detection and precise diagnosis of lung cancer are critical to select proper therapeutic treatments as early as possible. Toward this direction, the discovery and exploitation of novel innovative, non-invasive, and reliable tumor biomarkers are of vital importance. In this review, we present emerging blood-based molecular biomarkers that have been evaluated for the detection and monitoring of lung cancer. We specially focus on biomarkers based on a non-invasive liquid biopsy approach, such as circulating tumor cells (CTCs), circulating miRNAs, gene promoter methylation, and DNA mutations in cell-free circulating DNA.