Description review

Virtasant (1099 contractor for a client

Virtasant (1099 contractor for a client · Remote · back to the listing

HR standards

44/100

poor

Title ↔ description

43/100

poor

Reads as

Data Engineer

100% confident

How others title the same work

Large employers

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Startups

  • Business Intelligence Engineer GoSats
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What the listing never says

  • No section describes what the person would actually do. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

of ours)| Virtasant.com | Remote (USA)| full-time

Hey, we are a finops/cloud optimization company that also helps some of our clients with their hiring needs. For one of them (a solid healthcare data company) we're looking for a Senior Data Engineer.
The legal stuff:
You need to live in the USA and be under one of the following conditions:
a) US citizen
b) Green Card holder
c) Sole owner of your own LLC company (not co-owner, sole owner)
Sadly, all other options are not possible, like H1B, OPT, EAD, or CPT visas, are not possible for us.
80-90 USD per hour, changes of going a bit above if the candidate is amazing.
The tech stuff:
7 yoe (5 of which building production-grade data or platform services), AWS-heavy (if you're stronger on Azure or GCP, then it's not for you, sorry), Python, SQL, dbt, (Snowflake OR BigQuery OR Redshift), Spark, Kafka, (Iceberg OR Delta OR Hudi), (Airflow OR Dagster OR Prefect), CI/CD, Docker, AWS.
Here's the JD, where you can apply - https://virtasant.teamtailor.com/jobs/7563920-senior-data-engineer-data-platform?promotion=2174180-trackable-share-link-ycombinator
Thank you!

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 12 points (from 56 before penalties). Reviewed 21 Sep 2026.