HOW THE BENCHMARK RAN
One control resume
2 pages, fictional identity,
senior data platform engineer.
Kafka 2 · Spark 5 · Iceberg 3
Flink 0 · "Apache" 0
One job posting
Senior Staff Data Platform
Engineer, ServiceNow. Kafka,
Iceberg and Spark in the title.
The same pair,
into every tool
Teal
Jobright
Simplify
JobShifu
JobShifu is the publisher's own
product, labeled as such.
Every claim, checked
against the source
A skill marked missing is
searched for in the text.
A generated line is checked
for support in the source.
No count is read off
a screenshot.
Run 2026-08-27 on mobile web, one earlier desktop observation dated 2026-08-10.
Protocol and results: the benchmark JSON linked in the post.