We explored nitrogen fixation in the Arctic Ocean, revealing its key role in supporting coastal productivity, especially near melting glaciers. By combining molecular data, rate measurements, and environmental analysis, we identified dominant microbes like symbiotic unicellular cyanobacteria and linked high nitrogen fixation to glacial melt. Our findings suggest that climate-driven changes may expand niches for these microbes, reshaping nitrogen cycles and Arctic productivity in the future.