Description review

French Data Annotator

Lifted (an Upwork Company) · France · back to the listing

HR standards

60/100

needs work

Title ↔ description

81/100

solid

Reads as

Unclear

no confident match

What the listing never says

  • 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.

• Collect data according to detailed project guidelines and specifications.

• Ensure collected data meets the project's required standards.

• Follow detailed instructions and quality guidelines consistently.

• Apply feedback and make necessary corrections.

• Maintain steady productivity and reliability throughout the project.

• Native Verbal and Written proficiency in French

• Currently Residing in France

• Ability to follow detailed instructions and project guidelines.

• Ability to review information carefully and accurately.

• Reliable availability and consistent productivity.

• Previous experience in data collection

• Ability to understand and apply feedback.

• Only applicants located in France may apply.

• Fully remote opportunity.

• Working hours are flexible to accommodate your schedule.

An Enterprise client is seeking skilled contributors to support an AI training initiative focused on improving AI-powered language and speech models. In this role, you will be responsible for collecting data according to detailed project guidelines and performing quality assurance checks to ensure that all collected data meets the required standards. Your contributions will directly support the development and improvement of next-generation AI language and speech technologies.

Originally posted on Himalayas

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: 4 points (from 64 before penalties). Reviewed 2 Oct 2026.