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Census · Marketing · occupation code 27-3091

Interpreters and Translators

Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.

Passes the screen · 2 of 17 tasks

  • Refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy.

    quick to check, an existing check settles it, and a mistake is cheap · 8.4% of the role's time · $270M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed

  • Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.

    quick to check, an existing check settles it, and a mistake is cheap · 7.3% of the role's time · $234M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed

Does not pass

  • Follow ethical codes that protect the confidentiality of information.

    physical work, outside the screen · 14.0% of the role's time · $449M

  • Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.

    reason given most often: no existing check settles it · 12.2% of the role's time · $391M · waiting on a check

  • Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.

    reason given most often: no existing check settles it · 9.3% of the role's time · $297M · waiting on a check

  • Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.

    reason given most often: no existing check settles it · 9.1% of the role's time · $292M

  • Compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.

    reason given most often: no existing check settles it · 7.3% of the role's time · $235M · waiting on a check

  • Compile information on content and context of information to be translated and on intended audience.

    reason given most often: no existing check settles it · 7.3% of the role's time · $233M · waiting on a check

  • Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.3% of the role's time · $139M

  • Check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material.

    reason given most often: no existing check settles it · 4.2% of the role's time · $134M · waiting on a check

  • Proofread, edit, and revise translated materials.

    reason given most often: no existing check settles it · 3.9% of the role's time · $125M · waiting on a check

  • Adapt software and accompanying technical documents to another language and culture.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.2% of the role's time · $104M

  • Read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.

    reason given most often: no existing check settles it · 2.5% of the role's time · $79.6M

  • Educate students, parents, staff, and teachers about the roles and functions of educational interpreters.

    reason given most often: no existing check settles it · 2.2% of the role's time · $70.2M

  • Train and supervise other translators or interpreters.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.0% of the role's time · $65.1M

  • Discuss translation requirements with clients and determine any fees to be charged for services provided.

    reason given most often: no existing check settles it · 1.9% of the role's time · $60.9M · waiting on a check

  • Travel with or guide tourists who speak another language.

    physical work, outside the screen · 0.7% of the role's time · $21.9M

Where this role works