Stop bikeshedding column names — get convention-aware suggestions with the reasoning behind each.
Describe what a column stores and get naming suggestions that follow dbt, warehouse and team conventions — with explanations and red flags.
Free tier: 10 naming suggestions per month · or unlock forever for $4.99
4 columns to rename
Illustrative — suggestions are generated from your column list or DDL.
Every card is something members actually do inside Datamata — not a vague promise.
Names that fit dbt snake_case, Looker LookML and warehouse column limits — with the reasoning behind each option.
Reserved word conflicts, ambiguous names, length limit violations and casing issues caught before code review.
Three to five ranked options with trade-off notes so the team converges without a thirty-minute Slack thread.
Multiple naming options ranked by convention fit — dbt, Looker LookML and warehouse-native
Built for Premium outcomes
Real decisions, not generic templates. Every workflow runs on live market data so your moves are backed by what employers are asking for now.
Multiple naming options ranked by convention fit — dbt, Looker LookML and warehouse-native
Explanation of the trade-offs so you can make an informed pick
Red flags for reserved words, ambiguous names and length limits
Start free, upgrade when you need more.
Pro
$9.99/moUnlimited suggestions with convention exports
All 25 premium tools · Cancel anytime
Get ProDatamata Premium
Full depth across tools, higher limits where they apply and a single member hub tied to the same live posting engine.
Get Pro — $9.99/moCancel anytime · No lock-in
In action
Names that fit dbt snake_case, Looker LookML and warehouse column limits — with the reasoning behind each option.
Try Column Namer4 columns to rename
Illustrative — suggestions are generated from your column list or DDL.
Go deeper
Reserved word conflicts, ambiguous names, length limit violations and casing issues caught before code review.
Browse all premium toolsSalary, skills, employers and the Match Engine all read the same live posting feed — so you are not comparing a benchmark from 2022 against jobs from this week.