This study investigated management strategies to increase deep root growth and crop nitrogen (N) uptake by rocket grown as baby leaf in coarse sandy soil. Stage I (sowing to first harvest) measured the effects of two sowing densities and two N fertilizer rates on root growth and total N uptake. In Stage II (first to second harvest), effects of leaf harvesting and late season N fertilizer application on root growth, total N uptake and deep 15 N uptake were measured. At the end of Stage I, root depth was 0.68-0.90 m, and the large fertilizer application increased N uptake. Plant density increased root depth, N uptake and nitrogen use efficiency (NUE) early in this stage and biomass production at harvest. Leaf harvesting in Stage II affected root density but not root depth that reached 1.4 m. The ability for N uptake was greater from 0.6 m due to more roots and larger N inflow than from 1.1 m depth. Late season fertilizer increased N concentration and uptake but did not affect NUE and deep N uptake. During the growing season, 330-349 kg N inorg /ha was lost from 0 to 1.0 m depth most likely by leaching. Management practices that increased root growth and N uptake were found to increase NUE in rocket production early in the season. The production system used N inefficiently and smaller applications, plant density, leaf harvesting and other changes of management are required to reduce leaching.