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Census · Research · occupation code 19-4061

Social Science Research Assistants

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 22 tasks

  • Verify the accuracy and validity of data entered in databases, correcting any errors.

    quick to check, an existing check settles it, and a mistake is cheap · 8.4% of the role's time · $162M · all three pass it

  • Perform data entry and other clerical work as required for project completion.

    quick to check, an existing check settles it, and a mistake is cheap · 7.2% of the role's time · $138M · all three pass it

Does not pass

  • Design and create special programs for tasks such as statistical analysis and data entry and cleaning.

    reason given most often: no existing check settles it · 7.2% of the role's time · $139M · passed by Gemini 3.1 Pro · the models disagreed

  • Prepare, manipulate, and manage extensive databases.

    reason given most often: no existing check settles it · 7.0% of the role's time · $134M · waiting on a check

  • Perform descriptive and multivariate statistical analyses of data, using computer software.

    reason given most often: no existing check settles it · 6.6% of the role's time · $128M

  • Prepare tables, graphs, fact sheets, and written reports summarizing research results.

    reason given most often: no existing check settles it · 6.2% of the role's time · $119M · waiting on a check

  • Provide assistance with the preparation of project-related reports, manuscripts, and presentations.

    reason given most often: no existing check settles it · 6.1% of the role's time · $117M · waiting on a check

  • Administer standardized tests to research subjects, or interview them to collect research data.

    physical work, outside the screen · 5.9% of the role's time · $113M

  • Conduct internet-based and library research.

    reason given most often: no existing check settles it · 5.9% of the role's time · $113M · waiting on a check

  • Track research participants, and perform any necessary follow-up tasks.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 5.0% of the role's time · $96.5M

  • Develop and implement research quality control procedures.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 4.9% of the role's time · $93.9M

  • Recruit and schedule research participants.

    reason given most often: nobody can tell quickly whether it worked · 4.8% of the role's time · $92.6M

  • Obtain informed consent of research subjects or their guardians.

    physical work, outside the screen · 4.7% of the role's time · $90.7M

  • Code data in preparation for computer entry.

    reason given most often: no existing check settles it · 4.3% of the role's time · $82.9M · passed by Claude Sonnet · the models disagreed · waiting on a check

  • Screen potential subjects to determine their suitability as study participants.

    physical work, outside the screen · 3.4% of the role's time · $64.8M

  • Supervise the work of survey interviewers.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.4% of the role's time · $46.4M

  • Track laboratory supplies and expenses such as participant reimbursement.

    physical work, outside the screen · 2.2% of the role's time · $42.9M

  • Perform needs assessments or consult with clients to determine the types of research and information required.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 2.0% of the role's time · $38.4M

  • Edit and submit protocols and other required research documentation.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $33.0M

  • Allocate and manage laboratory space and resources.

    physical work, outside the screen · 1.4% of the role's time · $27.3M

  • Present research findings to groups of people.

    reason given most often: no existing check settles it · 1.3% of the role's time · $25.7M · waiting on a check

  • Provide assistance in the design of survey instruments such as questionnaires.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.3% of the role's time · $25.1M

Where this role works