I've watched hundreds of career switchers break into tech over the past few years. The ones who land roles fast all have 3 things in common — and none of them are "learn to code."

1. They build proof, not portfolios

Recap projects from Forage, Kaggle, or open-source contributions beat a generic GitHub portfolio every time. Hiring managers want to see you've solved a real problem under real constraints.

2. They learn the business side of their discipline

A data scientist who understands churn modeling for a SaaS company is 10x more hireable than one who can only talk about algorithms. Same with cybersecurity — understanding compliance frameworks (SOC 2, HIPAA) makes you immediately useful.

3. They start networking before they're "ready"

The best time to connect with hiring managers and engineers is while you're still in a program. Not after. Showing up in Slack communities, commenting on LinkedIn posts, and attending meetups while you're actively learning signals ambition.

At Learning Saint, we bake all three of these into our 12 and 24-week bootcamps across Data Science, Cybersecurity, and Generative AI. 92% of our graduates are placed within 6 months.

If you're thinking about making the switch — stop thinking and start building.