This research exercise establishes a baseline for understanding the employment impact 28 of the clean cooking sectors. However, a massive data gap persists. Our study shows that while the 29 clean cooking sectors, especially LPG, are already providing tens of thousands of jobs, further 30 studies are critically needed to map the employment impact of delivering universal clean cooking 31 access.