How to Pick Your First Data Role Using Salary and Job Market Data

A structured guide urges aspiring data professionals to choose a target job role before learning any tools, arguing that directionless skill-building wastes months of effort. The piece walks readers through nine data-related roles, comparing median salaries across the US, Canada, the UK, and India using official government statistics where available. US figures are drawn from the 2025 Bureau of Labor Statistics, UK data from the Office for National Statistics, and Canada from its Labour Force Survey, while India figures rely on self-reported job board data due to the absence of official occupational salary records. A key methodological point is made about using medians over averages, since a handful of high earners can skew averages and distort expectations for entry-level candidates. The guide advises readers to treat published medians as a long-term career benchmark rather than a starting salary, and to compare roles within the same country rather than across borders.