During metal welding and cutting, large amounts of particulate matter (PM) are produced that might represent a significant health risk for the exposed workers. In the present pilot study, we performed an elemental analysis of fine PM collected in a metal workshop. Also, elemental analysis of the hair and nail samples collected from workers exposed to the workshop dust and control group was done. Concentrations of 15 elements in PM were measured with X-Ray Fluorescence (XRF) and Particle Induced X-ray Emission (PIXE), whereas inductively coupled plasma mass spectrometry (ICP-MS) was used to determine 12 elements in hair and nail samples. Mean 8-hr concentrations of PM 2.5 , Fe, and Mn in the vicinity of welders were up to 1803, 860, and 30 μg/m 3 , respectively, whereas in the nearby city, daily PM 2.5 concentrations are on average 11 μg/m 3. We found that several elements, especially Fe and Mn, had substantially higher concentrations in hair and nail samples of exposed workers than in the control group, which indicates the accumulation of metals in workers' tissues, although limit values were not exceeded.