When Every Engineering Role Shares One Pay Band, Ask for the Level

Pay transparency puts a range on many job posts. A range that is identical across very different titles tells you something specific: the company has not fixed the level at posting, and will set it at offer. On November 10, 2026, all seven engineering roles on Coframe's Ashby board listed $180K to $300K plus equity, from Product Engineer to Backend System Architect. On November 9, Humble Robotics' only posted range was $100K to $300K for an ML Software Engineer. Neither range tells a recruiter what the candidate will be paid. Both tell you to ask for the level before you shortlist.

Sources: Coframe Ashby job board API, accessed November 10, 2026 and Humble Robotics Lever postings API, accessed November 9, 2026.

What a shared band looks like

Coframe's seven engineering titles are Product Engineer, Agent Platform Engineer, Applied Scientist for experimentation, Agent Engineer, Integrations Engineer, Backend System Architect, and Machine Learning Engineer. Each lists $180K to $300K with equity. Five were published the same day, April 20, 2026. A "System Architect" and a "Product Engineer" are not usually the same level. A shared band means the posting range covers both.

Compare Coframe's go-to-market rows, where ranges differ by title: Business Development Representative $90K to $130K, Customer Success Manager $150K to $275K, Account Executive $200K to $435K. Those are leveled at posting.

Seven different engineering titles at Coframe share one $180K to $300K band. That band covers several levels, so the level, not the band, decides the offer.

Why it matters for a recruiter

Fees are usually a percentage of first-year base salary. On a $180K to $300K band, the fee can differ by two-thirds depending on where the offer lands. If you shortlist a staff-level candidate and the company offers at mid-level, you lose the candidate and the fee.

Candidates also read ranges. A strong engineer sees "$300K" and anchors there. If the company intends to hire at $200K, the gap surfaces at offer and the deal breaks. Your job is to close that gap before the first interview.

The playbook

1. Note when several titles share one band.
2. Ask the hiring manager which level each role is meant to be filled at.
3. Ask for the expected base range for that level, not the posted band.
4. Share that narrower range with candidates, labeled as the hiring manager's expectation.
5. Record both the posted band and the confirmed range.

Wide single bands work the same way

Humble Robotics' ML Software Engineer row is the only one on its board with a range: $100K to $300K. That band is three times wide from bottom to top. It may cover junior to staff. The board does not say. Treat it exactly like a shared band: ask for the level.

A worked example

Say you have a senior backend engineer earning $235K who is interested in Coframe's Backend System Architect role. The posted band is $180K to $300K. Before you introduce the candidate, ask the hiring manager: "Is the architect role leveled above the product engineer roles, and what base do you expect to offer at that level?" If the answer is $250K to $280K, your candidate is a fit and you can say so. If the answer is $190K to $220K, the architect title is not what it sounds like, and you have saved yourself a failed process.

Then tell the candidate what you learned, labeled clearly: "The posted range is $180K to $300K. The hiring manager expects to offer between X and Y at this level." Never pass off the hiring manager's range as the posted one, or the reverse.

How to ask without sounding difficult

Hiring managers sometimes resist naming a level because they want to see candidates first. Make it easy: ask which of two profiles they would rather see. "Would you rather see someone at five years who could grow into the role, or someone at ten who has done it before?" The answer tells you the level, even if they do not name a number.

Check GTM rows the same way

Coframe's go-to-market ranges differ by title, but one of them is wide too. Account Executive lists $200K to $435K with commission, which reads as on-target earnings rather than base. Ask what share is base and what share is variable before you compare it with a candidate's current package. Growth Marketing Lead, at $150K to $300K, also spans a wide range and deserves the same level question.

What not to do

Do not quote the top of the band to a candidate as the likely offer. Do not quote the midpoint as if it were a target, because the company has not said so. Do not assume that a "Staff" or "Senior" in another title on the same board implies the level for a title without one.

Fields to keep

Posted band, titles sharing it, confirmed level, confirmed base range, who confirmed it, and the date. When the confirmed range differs from the posted band, keep both. If the company later posts leveled ranges, update your records and note the change.