Description review

Kaavio | REMOTE (US or Canada) | Full Time

Kaavio · Full Time · back to the listing

HR standards

45/100

poor

Title ↔ description

42/100

poor

Reads as

Machine Learning Engineer

93% confident

What this role officially is

data scientist — ESCO, the EU occupation classification

Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.

Also known as: data scientists, data engineer, research data scientist, data expert, data research scientist

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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
No location or timezone policy stated, so a candidate cannot tell where they may work from. Scope clarity

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.

Kaavio builds AI-powered tools that help people buy and sell complex physical products. We work with industrial and science distributors managing massive catalogs (millions of SKUs, each with detailed specs and docs), extracting images, descriptions, and structured data for 10k+ products in days instead of months.
Hiring engineering positions 2 and 3:
Applied AI Engineer: work on research agents, RAG over large catalogs, structured extraction, and the eval work that makes AI trustworthy in production.
Data Engineer / Backend Engineer: work on the data platform, durable workflows, APIs, and infrastructure that keep a data-intensive AI app fast, reliable, and affordable.
$180k–$220k base, 0.25%–0.75% equity, depending on experience
More role info and application instructions here: https://github.com/KaavioAI/jobs