Ahmed, M. et al. 2026. Use of Large Language Models (LLM) for Occupational Classification: An example of Early Learning & Child Care (ELCC) Workers. International Journal of Population Data Science. 11, 1 (Oct. 2026). DOI:https://doi.org/10.23889/ijpds.v11i1.3367.