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
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Colleges, Universities, and Professional Schools | 15,120 | $865M | $135M | $135M |
| Scientific Research and Development Services | 10,070 | $709M | $110M | $110M |
| General Medical and Surgical Hospitals | 1510 | $88.7M | $13.8M | $13.8M |
| Management, Scientific, and Technical Consulting Services | 1100 | $83.6M | $13.0M | $13.0M |
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 530 | $31.7M | $4.9M | $4.9M |
| Social Advocacy Organizations | 420 | $22.5M | $3.5M | $3.5M |
| Educational Support Services | 220 | $16.3M | $2.5M | $2.5M |
| Business, Professional, Labor, Political, and Similar Organizations | 240 | $15.9M | $2.5M | $2.5M |
| Employment Services | 240 | $15.8M | $2.5M | $2.5M |
| Offices of Physicians | 290 | $15.4M | $2.4M | $2.4M |