My aim in posting these figures was just to give an example how correlating the number of job postings with each area's population can give additional meaning to the data. So instead of being fooled by a population graph masquerading as a job graph, we can see where jobs outpace the population, and by how much.
For a more detailed analysis, marshaling job postings from additional startup-focused job boards and correcting the city population figures to reflect the metro areas would provide a minimum level of rigor to the data. Comparisons between startup job postings and 'corporate' postings could provide a bit of extra perspective as well.
My aim in posting these figures was just to give an example how correlating the number of job postings with each area's population can give additional meaning to the data. So instead of being fooled by a population graph masquerading as a job graph, we can see where jobs outpace the population, and by how much.
For a more detailed analysis, marshaling job postings from additional startup-focused job boards and correcting the city population figures to reflect the metro areas would provide a minimum level of rigor to the data. Comparisons between startup job postings and 'corporate' postings could provide a bit of extra perspective as well.