Legal, Finance & People · Chapter 1 of 4
Business functions inside a technology company
632 postings. Scaling in 93%, data and analytics in 91%, AI in 84% — these are not generic corporate roles.
Legal, finance and people roles inside technology companies differ from their equivalents elsewhere, and the posting data says so clearly.
| Named | Share | What it signals |
|---|---|---|
| scaling / high-growth | 93% | The work is building the function, not operating a mature one |
| data and analytics | 91% | SQL and dashboards are expected across all three functions |
| technology domain | 89% | SaaS contracts, revenue recognition, engineering hiring — domain fluency is assumed |
| AI or LLM | 84% | Either governing it, contracting for it, or using it in the work |
| global / multi-entity | 83% | Multiple jurisdictions, which changes almost every process |
| regulatory | 82% | Compliance is central rather than peripheral |
The common thread
Every one of these functions is being asked to build systems rather than process transactions. A commercial counsel who templates and automates contracts, a finance analyst who models in SQL rather than in spreadsheets, a recruiter who instruments the funnel.
That is why data and analytics appears in 91% of postings, and it is the single most useful thing to demonstrate in an interview for any of these roles.