Career guides for Software Engineers, Platform Engineers, and ML Engineers. How to get promoted, when to move on, and how to spot a dead-end role.
Skip the degree — these 9 paths hit $200k through Enterprise Tech Sales (3-4 years), Union Trades (overtime), and Cloud Engineering certs. Includes realistic timelines, income ranges, and what each path actually costs you.
In Texas, $200k = $12,480/month take-home. In NYC, it's $10,700. We break down the real net pay by state, what $200k actually buys in 2026, and why a family of four in SF can still feel broke.
Make $200K/year in 3-4 years: Tech Sales ($250K-$700K), Cloud/DevOps ($180K-$280K), or Trades ($200K-$400K). No degree required. Real timelines + salary data from 200+ professionals.
