Legal, Finance & People · Chapter 2 of 4
Commercial counsel and legal operations
The largest cluster here, and 'legal engineer' is now a title in its own right.
Commercial counsel is the biggest single title in this group, and the corpus also contains legal engineer as a distinct role — someone who builds the systems that make legal work scale rather than performing the legal work itself.
- Contract volume is the constraint. A growing SaaS company signs more agreements than counsel can review individually, so the job becomes templates, playbooks, fallback positions and self-service.
- The recurring negotiations are few. Liability caps, indemnities, data processing, security commitments, termination. Knowing the standard positions and where your company will actually move is most of commercial counsel.
- AI contracting is newly load-bearing — training-data rights, output ownership, indemnity for model outputs, and what a vendor may do with your inputs. This is one of the fastest-moving areas in the corpus.
- Privacy is adjacent and often the same person at smaller companies — DPAs, sub-processors, transfer mechanisms, retention.
What differentiates a candidate
Evidence that you reduced the queue rather than worked it. A playbook that let sales close standard deals without review, a template that cut turnaround, a self-service NDA flow.
“I reviewed 400 contracts” describes throughput. “I removed 60% of contracts from review entirely by writing a playbook, and turnaround on the rest fell from nine days to two” describes building a system, which is what 93% of these postings are asking for.
The contract terms that actually bite an engineering team
| Term | What it commits you to | Where teams get caught |
|---|---|---|
| Service level agreement | An availability or latency number, usually with credits attached | How it is measured. Monthly average hides a bad week; and 'excluding scheduled maintenance' can make a number meaningless |
| Data processing terms | Where data may live, who may access it, how long you keep it | Sub-processors. Every vendor you use becomes one, and adding one may require notice or consent you did not know you owed |
| Security commitments | Certifications, controls, breach notification windows | A notification window measured in hours that nobody has told the on-call engineer about |
| Intellectual property | Who owns what is produced, including anything AI-assisted | Open-source licence obligations, and code generated by tools whose terms nobody read |
| Exit | What happens to the data when the contract ends | Almost never negotiated, and the thing you will most want. Format, timeframe, and cost of extraction |
The exit row is the one to push on, because it is cheap to negotiate at signing and impossible afterwards. Ask for the export format, the timeframe, and whether extraction costs anything — in writing. A vendor unwilling to commit to it at signing is telling you something useful about the switching cost they are relying on.
What an engineer should actually raise with legal
The breach notification window, expressed as an engineering requirement. If the contract says seventy-two hours from awareness, someone has to detect it, someone has to decide it qualifies, and someone has to notify — and the on-call runbook should say who. A commitment nobody in the response path knows about is not a control.
Data residency, before you choose a region. Retrofitting residency is a migration, and it is discovered at the worst time — usually during a security review in week ten of a deal.
Sub-processor obligations, before adding a vendor. Adding a new tool to the pipeline can trigger a notice period to customers. Teams add vendors in an afternoon and the obligation surfaces months later.
What the SLA actually measures. Engineers can usually tell within minutes whether a proposed measurement is gameable or unachievable, and that is much cheaper before signing than after.
And the general habit worth building: legal teams are not obstacles, they are under-informed. Most bad contract terms exist because nobody technical read the clause until it was a commitment. Reading it takes twenty minutes and is one of the highest-leverage things a senior engineer can do.
Check yourself