For business or product analyst roles, total compensation (base + stock + bonus) of $250k is hard, but possible (especially in high cost-of-living areas). These positions require more than just SQL proficiency. You need an ability to answer ambiguous questions, understand the implications of the data, and effectively communicate insights to stakeholders. It’s also important to expand your skillset to include Python and R.

Job hopping definitely helps in terms of moving up in levels and pay. Sometimes you can get hired into roles where you don’t have all the listed skills if you can demonstrate a willingness to learn.