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SOC 19-3041
Social scientists who study social groups, institutions and interpersonal interaction, design surveys or interviews, analyze materials and interpret research results. Research questions, sampling and measurement determine the boundaries of conclusions; this is not diagnosing people from observation. This page uses a fictional questionnaire to practice de-duplication, missing value handling and proportion interpretation, and real research requires separate ethics review and data authority.
Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((50+75+75)/3+0.5)=67; fermatmind-ai-impact-v1; 2026-10-18.
Those willing to study social groups and institutions, check materials patiently and explain limitations clearly can experience it further. First do fictional questionnaire cleaning, then check the target research direction, degrees, methods and position requirements, without judging ability by personality labels.
A fictional small-sample descriptive exercise only helps career exploration; real research requires disciplinary methods, data authority, ethics procedures and institutional support, and group differences or program effects cannot be asserted from it.
Observe whether you are willing to check data sources, denominators, missing values and interpretation; the exercise and interests cannot prove research competence or individual hiring.
O*NET19-3041.00 Sociologists study society and social behavior, observing the formation, development and influence of groups, social institutions and organizations on their members. The work includes research design, material collection through questionnaires and interviews, data interpretation, reporting and research communication; social services, psychological diagnosis and treatment, and university teaching each have different responsibilities and statistical classifications, and cannot be exchanged on the strength of a sociology background or title alone.
Sociologists study groups and institutions, design questionnaires and interviews and other research, analyze materials, write reports and communicate findings. Below, editorially fictional data for 6 people is used to experience quality checking and descriptive proportions, and it cannot be used to interpret real populations.
Career direction comparison
First check target outputs, methods, materials, ethics and appointment requirements, then judge which part of the preparation existing work can provide.
| Career direction | Core work and output | Key differences | Best-fit choice |
|---|---|---|---|
| Survey Researchers | Designs and conducts questionnaires and analyzes survey materials. | Focuses more on questions, sampling, survey operations and weighting, not all social theory research. | Those who like questionnaires and quality checking should add sampling, nonresponse and measurement methods. |
| Social Science Research Assistants | Assists social science research and organizes materials and research outputs. | Research support and quality control are not the same as independent project responsibility or this category's wage object. |
AI impact on this career
Evidence is insufficient: no independent measured AI adoption, substitution or net employment effect for 19-3041 was verified. Literature organization, code and report drafts are editorial candidate uses; researchers must still check original texts, material authority, denominators, methods and interpretation, and the 3.8% occupational growth is not attributed to AI. AI Impact Score 67% is an editorial estimate. Model impact index for three equally weighted representative core tasks; not a measured share of working time or a job-loss probability. floor((50+75+75)/3+0.5)=67; fermatmind-ai-impact-v1; 2026-10-18.The three tasks, ratings and sources are listed in the FermatMind method source record on this page.
FermatMind AI Impact Score estimation method v1
FermatMind / 费马测试 · 2026-10-18
Editorial ratings use the existing occupational responsibilities and AI task analysis on this page. They are not adoption rates, measured effects, job-disappearance or personal-unemployment probabilities, or official scores from Stanford or another external institution. No measured time weights or future robot deployment are assumed.
Chinese mainland salary reference
SOC19-3041 is not all sociology graduates; postdoctoral recruitment in Chinese sociology is a single research training opportunity and cannot represent a national occupational threshold.
U.S. SOC19-3041 studies social groups and institutions; research positions in Chinese universities and research institutions are verified by discipline and appointment, with no uniform classification mutual recognition.
No comparable wage distribution was verified; no monthly range is inferred.
2025 non-private 182,064 and private 83,560 yuan/year; not this occupation.
The social science academy brochure lists tier B funding of 18 ten-thousand and tier C and project funding of 12 ten-thousand yuan per person-year; not a national wage or hiring promise.
U.S. wage reference
In 2025 the U.S. national annual median wage for sociologists is 106,030 U.S. dollars. The 2025—2035 detailed growth is 3.8%, with about 200 average annual openings including replacements; individual offers still require checking region, employer, research responsibility and contract.
| Wage statistic position | Annual wage reference | Conversion boundaries | How to understand this position |
|---|---|---|---|
| 10th percentile | 65,160 U.S. dollars/year | Official annual wage, not individual monthly income | The 2025 10th percentile is 65,160 U.S. dollars/year, not an individual starting wage. |
| Median (50%) | 106,030 U.S. dollars/year | Official annual wage, not individual take-home pay | The 2025 median is 106,030 U.S. dollars/year, not a single position's take-home figure. |
Career fit guide
Those willing to study groups and institutions, clean materials patiently and accept counterevidence can experience it. Use S1—S4 to see whether you can keep missing values, check denominators and write limitations; interests and personality cannot replace master's or doctoral method training or research appointments.
You may be better suited to： 7 rows de-duplicate to 6 people, 03 stays missing, and no answers are fabricated.
These situations require caution： A has 2 valid and B has 3 valid, totaling 5 valid, and the proportions can be recalculated.
Try an entry-level exercise： Does not treat group differences as an effect or a population conclusion, and limitations are submitted with the results.
Work pressure, risks and occupational boundaries
Focus on preventing unclear research subjects and measurement, wrong handling of duplicates and missing values, exaggerating a small sample into population causation, participant material and consent problems, funding expectations affecting interpretation, and treating postdoctoral funding or teacher wages as this category's pay.
O*NET and BLS support the research tasks; the Chinese measures apply to science and technology activity review; the ISA is an association code and the postdoctoral notice is a single institution; different sources are not treated as a uniform license.
Typical scenario：Equating a vague social concept directly with one questionnaire answer.
Roles most affected：Researchers and users of results
Possible consequence：May fail to answer the original question or misread groups.
Entry, qualifications and career development
First practice questions, data quality, methods and interpretation, then check the master's or doctoral preparation, work products and ethics and material conditions of the target project. The BLS typical master's degree, the doctoral preference and the single-institution postdoctoral requirements are viewed separately, and short-term items cannot replace research training.
Occupational prospects and related career transitions
U.S. sociologists grow 3.8% in 2025—2035, with about 200 average annual openings including replacements; this is not individual hiring. Chinese industry wages and a single-institution postdoctoral brochure cannot establish a national independent occupational outlook; moving requires adding the target methods, discipline or teaching appointment.
United States nationwide · SOC19-3041 Sociologists
2.7 → 2.8 thousand; net increase of 0.1 thousand, 3.8%, with 0.2 thousand average annual openings.
This category's growth and average annual openings
OOH4% is rounded; the rounded headcounts are not used to recalculate a precise rate.
Does not establish：A small occupation, with openings including replacements and not real-time recruitment or AI causality.
They research groups, institutions, organizations and social behavior, design, collect and analyze materials and write reports to communicate findings; they do not explain all people by impression, and no title grants psychological diagnostic and treatment authority.
Choose a real task from this page for a small practice project or a conversation with someone in the field. Use the planning guides to set a date, an output and feedback questions before deciding whether to continue.
The S1—S4 and the seven questionnaire records are entirely fictional; do descriptive comparison only, collect no real personal materials, infer no population or causation, and do not stand in for real research ethics review.
De-duplicate 7 rows to 6 people, keep missing values, calculate the two group proportions and the overall proportion separately from valid answers, and submit four work products: cleaning, denominators, calculation and limitations.
Centers on fictional questionnaire answers to practice material cleaning, denominators and limitations.
Use only the fictional S1—S4 data; do not contact real people or collect personal materials.
Sociology research interprets social phenomena; social work leans toward specific support services, survey researchers focus more on questionnaires, and university teachers have separate teaching responsibility. Tasks may overlap, but statistical classifications, degrees and appointments cannot be directly exchanged.
| Dimension | Primary track | Comparison track |
|---|---|---|
| Core purpose | Design, collect and analyze social research materials | From research question to evidence interpretation; not judging groups by impression. |
| Main targets and basis | Research on social groups, institutions and interaction | Real research requires verifying participant protection, material sources and institutional responsibility. |
| Core process | Questions, methods, data and argumentation | BLS2025—2035 growth for this occupation is 3.8%; OOH4% is rounded. |
| Main outputs | Verifiable research reports and method statements | Those willing to question sources, handle missing values and admit limitations can experience it. |
| Responsible party | Degrees, research direction, ethics and data authority | Observation and advice are not causal evidence, and a research title grants no clinical treatment authority. |
| Authority and approval | Surveys, research assistance and university teaching each have their own focus | The BLS typical master's degree is a statistical preparation, not a uniform Chinese threshold or license. |
| Conclusion boundaries | Moving requires adding the target research or teaching responsibility and appointment conditions | University sociology teachers 25-1067 have separate statistics, and their wages cannot fill in this category. |
Explain concepts, theory, research subjects and material collection methods.
Real participants, consent, records and privacy are verified by applicable ethics and institutional procedures.
Denominators, missing values, sampling and confounding affect conclusions, and correlation is not causation.
Also state methods, sources, limitations and uncertainty.
Research evidence can support policy discussion but cannot guarantee intervention effects or grant professional service authority.
O*NET tasks include teaching, and university teachers have a separate 25-1067 classification and appointment requirements.
The BLS typical entry preparation is a master's degree, and some employers prefer a doctorate; actual research direction, methods, work products, ethics and data authority are verified by position. A degree or short-term work does not automatically grant psychological diagnostic and treatment or real research authority.
Research scope
Degrees and methods
Ethics and materials
Interpretation and publication
| Those who like detailed data and manuscript support should check project training and supervision. |
| Postsecondary Sociology Teachers | Teaches university sociology courses, with possible research. | Course, student evaluation and teaching appointment responsibility is added, and the wage classification is separate. | Those who like explaining concepts should add teaching design, evaluation and college appointment requirements. |
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| Statisticians | Applies statistical theory and methods to organize and interpret numerical materials. | Mathematical and statistical models, sampling and method validation go deeper and are not inherited from a sociology title. | Those who like mathematical methods should add probability, model diagnostics and target position training. |
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| Political Scientists | Researches the origin, development and operation of political institutions and policy. | Focuses on political institutions, policy and public materials, not all group research. | Those who like political and policy research should add field theory, institutions and material methods. |
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| Anthropologists and Archeologists | Researches human development, behavior and culture, and may also study material remains. | Ethnographic or archaeological materials and field methods differ, and collection and access authority are verified separately. | Those who like cultural and field materials should add specialist methods and field ethics. |
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Sociologists center on research into groups, institutions and social behavior; surveys, research assistance, teaching and statistics each have their own focus, and overlapping tasks cannot replace statistical classification and appointment conditions.
Question design, material analysis and clear expression are transferable; moving still requires adding the target discipline, statistical models, survey operations, teaching or field responsibility, and no automatic promotion or hiring is guaranteed.
Candidate uses follow task analysis; drafts must be checked back against original texts and materials.
Adoption depends on institutional permission, materials and responsibility, and potential is not a usage rate.
Employment is affected by research demand, budget and policy, and is not attributed to AI alone.
| Work area | Task | Current change | Human control point |
|---|---|---|---|
| Research questions | Define groups, institutions and concepts | Tools list candidate questions | Researchers check the subjects, theory and researchability |
| Literature materials | Search and organize existing research | Tools list keywords and outlines | Verify original author, date and conclusion item by item |
| Survey design | Design questionnaires and interview methods | Tools draft questions | Check measurement, sampling, consent and applicable ethics |
| Data management | Clean, code and manage data | Tools write cleaning drafts | Check duplicates, missing values, permission and processing logs |
| Analysis and interpretation | Calculate proportions or test research questions | Tools draft code | Methods, denominators and inference are checked by people |
| Reporting and dissemination | Write reports and articles and present them | Tools organize text | Does not conceal limitations or generate evidence |
| Research collaboration | Discuss projects and research advice | Tools organize meeting drafts | Task responsibility, versions and research integrity are clear |
Evidence is insufficient: this category's actual adoption and net substitution effect were not verified. Task exposure, institutional adoption, research quality and occupational employment are viewed separately; no substitution rate, score or disappearance year is invented.
The following are editorial candidate uses based on research material and reporting tasks, and it is not claimed that all sociologists already adopt them or gain the same efficiency.
AI primarily changesAssist in listing keywords, outlines and candidate literature.
Human responsibility remainsCheck the original text for source and question fit, and do not cite fictional literature.
AI primarily changesAssist with code drafts, cleaning checks and wording.
Human responsibility remainsCheck permission, duplicates, missing values, denominators and methods, and keep versions.
AI primarily changesAssist in organizing results and limitation drafts.
Human responsibility remainsResearchers check evidence, interpretation and participant protection, and no fake data is generated.
Researchers and institutions check materials, methods, participant protection and interpretation; the model only assists drafts. The following are fictional data review steps and grant no real survey or data use authority.
S1—S4 is entirely fictional, and real interviews and personal materials must be handled under lawful authorization and institutional procedures.
Only organize outlines or analysis drafts; do not generate fake interviews, consent or observation materials.
Keep 03 as missing, with valid denominators 2/3/5 and a missing rate denominator of 6; verify each formula.
Keep the original literature, input, code, independent first draft and revisions, and submit results and limitations together.
Real project design, applicable ethics and public interpretation are verified by the corresponding responsible persons.
Generated literature, interviews or samples may not exist.
Control: Check original texts and sources, and do not treat generated text as observation.
Treating 03 missing as no, or using 6 to calculate the overall valid proportion.
Control: Keep the missing value and recalculate 2/3/5/6 according to S3.
Writing B's 16.7 percentage points higher as an activity effect.
Control: Check the design limitations and describe only the fictional sample.
Interviews, records and model inputs may expose personal information.
Control: Check material permission, institutional tools and applicable ethics.
Generated conclusions skip method validation and peer challenge.
Control: Keep the evidence, error and limitations, with responsibility resting on the researcher.
First do S1—S4 independently, then check whether tools wrongly filled in missing values or used the wrong denominator.
Organize drafts under material permission and check the original literature, analysis code and interpretive limitations.
Check design, participant protection and evidence quality, and do not treat generated text as a research conclusion.
Measures errors, privacy and benefit; potential cannot infer substitution headcount.
There is no measured net substitution effect for this category; draft support does not replace research design and evidence responsibility.
Source: ILO method and task boundariesOriginal source ↗
Check software and programming requirements by actual method tasks, and AI hype cannot infer that everyone must develop models.
Source: O*NET research tasksOriginal source ↗
Fictional S1—S4 can be used to check cleaning scripts and proportions, verifying each formula against the original input.
Source: Editorial S1—S4Original source ↗
2025—2035 growth of 3.8% and net increase of 0.1 thousand, not an AI single-cause change.
Source: BLS detailed projectionOriginal source ↗
Generated answers cannot be treated as real interview materials or informed consent; real research requires separate ethics and data source checks.
Source: Research and material responsibilityOriginal source ↗
There is no credible disappearance year; task potential cannot infer individual unemployment.
Source: LLM study limitationsOriginal source ↗
First learn research questions, material quality, denominators, inference limitations and ethics, then check position methods.
Source: Research tasks and editorial experienceOriginal source ↗
Start by recalculating fictional materials to test tool errors; keep independent outputs, sources and limitations, and task potential does not replace this category's measured adoption or employment.
The following are editorial research preparation directions, not degree and wage levels; questions, methods, work products and actual position conditions are verified separately.
| Preparation background | Research direction | Scope and checking suggestions |
|---|---|---|
| Disciplinary and method foundations | Question and material understanding | Practice codebooks, denominators and argumentation; not an independent research qualification. |
| Bachelor's degree and research assistance preparation | Material quality and research support | Check method training by the specific research assistant position, and do not treat assistants as this category's wage object. |
| Master's degree preparation | Social research design and analysis | BLS typical preparation; Chinese position disciplines and research directions are verified separately. |
| Doctorate and research training | Specialist projects and academic outputs | The conditions of a single postdoctoral institution in a social science academy do not represent all research positions. |
NBS2025 scientific research and technical services non-private 182,064 and private 83,560 yuan per year are industry averages. The 2026 postdoctoral brochure of the social science academy includes sociology, but the funding standard is not a national wage for Chinese sociologists.
The scientific research and technical services industry is background only; check sociology projects and the actual contract.
Education industry background; teaching and research responsibility and appointment are verified separately.
Check methods, materials and delivery targets, and do not treat research advice as policy approval.
Evidence is insufficient: no independent quantified effect of AI on Chinese sociologist adoption, employment or wages was verified, and task potential is not used as a substitution rate.
| 90th percentile | 172,550 U.S. dollars/year | Official annual wage, not individual take-home pay | The 2025 90th percentile is 172,550 U.S. dollars/year, not a title level. |
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Wages · 10th percentile：65,160 U.S. dollars/year；The 10th percentile is not a starting wage.；O*NET national wage percentiles
Wages · 25th percentile：82,300 U.S. dollars/year；The 25th percentile is not an education level.；O*NET national wage percentiles
Wages · median：106,030 U.S. dollars/year；The median is not individual take-home pay.；O*NET national wage percentiles
Wages · 75th percentile：137,420 U.S. dollars/year；The 75th percentile is not a title level.；O*NET national wage percentiles
Wages · 90th percentile：172,550 U.S. dollars/year；The 90th percentile is not a promotion promise.；O*NET national wage percentiles
No. 106,030 U.S. dollars is the national annual median for wage and salary earners, not a new hire, Chinese or postdoctoral funding figure.
No. Wage percentiles are not after-tax benefits or degree levels, and the actual contract and work period are verified separately.
2025 wages with the 2025—2035 detailed projection for 19-3041; the O*NET legacy employment period is not spliced onto this one.
The BLS median for this occupation in the four industries has been verified; it is not an industry-wide average or a teaching position wage.
| Employing industry | Annual median wage for this occupation within the industry | Statistical scope |
|---|---|---|
| Grantmaking, philanthropic and social advocacy organizations | 135,070 U.S. dollars/year | BLS2025 annual median wage for sociologists in this industry; not the same as the whole industry or a single position's quote. https://www.bls.gov/ooh/life-physical-and-social-science/sociologists.htm |
| Scientific research and development services | 125,770 U.S. dollars/year | BLS2025 annual median wage for sociologists in this industry; not the same as the whole industry or a single position's quote. https://www.bls.gov/ooh/life-physical-and-social-science/sociologists.htm |
| State government (excluding education and hospitals) | 104,390 U.S. dollars/year | BLS2025 annual median wage for sociologists in this industry; not the same as the whole industry or a single position's quote. https://www.bls.gov/ooh/life-physical-and-social-science/sociologists.htm |
| Educational services (public and private) | 87,290 U.S. dollars/year | BLS2025 annual median wage for sociologists in this industry; not the same as the whole industry or a single position's quote. https://www.bls.gov/ooh/life-physical-and-social-science/sociologists.htm |
The four industry medians differ, but that is not a premium an individual can realize; region, position and employer are verified separately.
Check full-time or part-time status, project term, travel, publication tasks, benefits and contract; annual wage is not an after-tax monthly salary.
The typical master's preparation and employer doctoral preference differ, and a fixed wage is not inferred from degree or number of papers.
2025 is 2.7 thousand and 2035 is 2.8 thousand； displayed values are already rounded.；BLS detailed occupational projections
Detailed 3.8% and net increase of 0.1 thousand； OOH4% is rounded, and the displayed headcounts are not used to recalculate a precise rate.；BLS detailed occupational projections
Openings include replacements and are not an annual net increase.；BLS detailed occupational projections
O*NET occupational interest baseline
ISA: Investigative 92, Social 56, Artistic 50; an occupational profile is not an individual percentage.Those willing to question social phenomena, analyze materials and explain limitations can experience it further; high interest does not guarantee research design, ethics or analysis capability.
First do the fictional S1—S4 material cleaning, observe denominators, missing values and interpretation, then check the target research direction, degree and methods and ethics conditions.
What is the Holland occupational interest reference for sociologists?
The O*NET interest code ISA: Investigative I92, Social S56, Artistic A50; the rest are C43, E35 and R9. Occupational interest references are not an individual fit rate or ability threshold.
Do not use it this way: An occupational profile does not guarantee individual research performance.
Test my Holland occupational interestsWhich Big Five traits are more relevant to this job?
Big Five only prompts reflection on curiosity, thoroughness and collaboration preferences, and sociology research capability is not inferred from personality scores.
Do not use it this way: There is no personality hiring threshold for this category.
View my Big Five personality traitsCan MBTI be used to judge whether I suit sociologists?
MBTI can support discussion of expression and thinking preferences, and does not presume a best type or infer research qualifications.
Do not use it this way: Type cannot replace methods, materials and work products.
Learn about my MBTI preferencesCan the Enneagram show whether I suit this occupation?
Enneagram only prompts reflection on reactions to disagreement and evaluation and cannot make diagnostic or research competency judgments.
Do not use it this way: Sets no best Enneagram type or excluded types.
Explore my Enneagram patternsIf I am not good at math, can I be a sociologist?
Numeracy and logic can be trained; recalculating proportions, missing values and denominators is more concrete than an IQ label.
Do not use it this way: Correct small-question arithmetic is not the same as completing complex research.
Learn about my intelligence and reasoning performanceDo sociologists need high emotional intelligence?
Listening, respect and explaining limitations are observable; an EQ label cannot replace ethics and interview training.
Do not use it this way: Real participant protection is verified under applicable procedures.
Learn about my emotional intelligence abilitiesFits better when: Those who like questionnaires and quality checking should add sampling, nonresponse and measurement methods.
Watch for: Focuses more on questions, sampling, survey operations and weighting, not all social theory research.
Explore related career: Survey ResearchersFits better when: Those who like detailed data and manuscript support should check project training and supervision.
Watch for: Research support and quality control are not the same as independent project responsibility or this category's wage object.
Explore related career: Social Science Research AssistantsFits better when: Those who like explaining concepts should add teaching design, evaluation and college appointment requirements.
Watch for: Course, student evaluation and teaching appointment responsibility is added, and the wage classification is separate.
Explore related career: Postsecondary Sociology TeachersFits better when: Those who like mathematical methods should add probability, model diagnostics and target position training.
Watch for: Mathematical and statistical models, sampling and method validation go deeper and are not inherited from a sociology title.
Explore related career: StatisticiansFits better when: Those who like political and policy research should add field theory, institutions and material methods.
Watch for: Focuses on political institutions, policy and public materials, not all group research.
Explore related career: Political ScientistsFits better when: Those who like cultural and field materials should add specialist methods and field ethics.
Watch for: Ethnographic or archaeological materials and field methods differ, and collection and access authority are verified separately.
Explore related career: Anthropologists and ArcheologistsDoes not judge by type; see whether you are willing to study questions, check materials and accept counterevidence.
Introverts can practice structured interviews and collaboration, and are not excluded by label.
Outgoing people must also check denominators, keep methods and respect material boundaries, and expression does not replace analysis.
There is no credible best MBTI on this page; explore with work products and real research training.
The O*NET ISA for this category, I92/S56/A50; occupational interest values are not an individual fit percentage.
There is no basis for personality scores predicting performance in this category; look at real methods and work products.
Proportions, missing values and logic can be trained, and a fictional exercise with 6 people cannot infer complex research capability.
Respect and clear communication help, but an emotional intelligence label cannot replace ethics procedures.
Enneagram provides no research competency conclusion; when disagreement arises, return to materials and methods.
Submit four work products: the de-duplication log, the denominator and missing value table, the proportion calculation and the conclusion limitations, then check the target position.
How to reduce risk：States concepts, subjects and indicators, and submits method fit and limitations together.
Evidence：O*NET sociology research · BLS research tasks and preparation
Typical scenario：Deleting the 03 missing row or filling missing as no, and using the wrong valid denominator.
Roles most affected：Researchers and teams
Possible consequence：Descriptive proportions are distorted and processing cannot be reviewed.
How to reduce risk：Keep the 7→6 log and check the denominators 2/3/5 and the missing value 6 separately.
Evidence：O*NET sociology research · BLS research tasks and preparation
Typical scenario：Writing B's 16.7 percentage points higher as the activity being effective or as a population pattern.
Roles most affected：Readers and policy discussants
Possible consequence：May mislead intervention and public interpretation.
How to reduce risk：Check design and sampling; the fictional small sample is descriptive only and does not infer causal population claims.
Evidence：O*NET sociology research · ISA research ethics code
Typical scenario：Conducting real interviews or disclosing identifiable records without applicable procedures.
Roles most affected：Research participants and institutions
Possible consequence：May harm privacy and participant rights.
How to reduce risk：Check risk assessment, consent, review and material authority by institution, and do not assume anonymity means no risk.
Evidence：China's Measures for Ethical Review of Science and Technology · ISA research ethics code · O*NET sociology research
Typical scenario：Presenting only results that meet expectations and concealing methods and counterevidence.
Roles most affected：Researchers and funders
Possible consequence：Research interpretation may be distorted and cannot be reviewed.
How to reduce risk：State sources, methods, limitations and funding relationships, and keep analysis versions open to challenge.
Evidence：ISA research ethics code · O*NET sociology research
Typical scenario：Treating postdoctoral funding or a university teacher wage as the national starting wage for sociologists.
Roles most affected：Applicants and employers
Possible consequence：Misjudging degree thresholds, contracts and income.
How to reduce risk：Check the single position's responsibility, deadline and contract, with statistical classification and funding definitions verified separately.
Evidence：Social science academy 2026 postdoctoral brochure · BLS research tasks and preparation · O*NET sociology research · ISA research ethics code
| Preparation direction | Tasks and preparation | Observable basis | Work products and materials | Scope boundaries |
|---|---|---|---|---|
| Disciplinary exploration | Writing social problems as research questions | Concepts, subjects and scope are clear | Question and method draft | Editorial preparation, not an appointment standard |
| Material analysis experience | Clean a fictional questionnaire and calculate proportions | De-duplication, missing values and denominators can be recalculated | S1—S4 four work products | No contact with real personal materials |
| Research assistant preparation | Understanding project materials and quality support | Methods and authority are verified by project | Data management and manuscript samples | Research assistants have a separate classification |
| Social research preparation | Learn design, analysis and argumentation | Question, method and evidence are consistent | Verifiable research report | The BLS typical master's degree is not a license |
| Specialist research development | Check project and output requirements | Field methods and ethics are explicit | Research plan and real outputs | No position or wage is guaranteed |
The social science academy 2026 brochure includes sociology; generally age 35 or under, a recent doctorate, not currently employed, plus conditions such as research outputs or an excellent doctoral dissertation.
Postdoctoral research training is not a national entry threshold for sociologists.
BLS typical entry for this category is a master's degree, with some employers preferring a doctorate; coursework includes research methods and statistics.
Actual disciplinary direction, quantitative and qualitative methods and work products are verified by position.
In China, applicable science and technology activities involving real person surveys or observation or personal information are assessed and applied for review under the measures; the research unit is the responsible party.
Whether it applies and the specific procedures are verified by project and institution, and a fictional exercise does not exempt real review.
Use S1—S4 to submit the cleaning log, the denominator and missing value table, the proportion calculation and the conclusion limitations.
Describe only the given fictional small sample, and infer no population or activity effect.
Using only the fictional records below, the research question is “how do the proportions willing to take part in the activity differ between the two groups in the given sample?” Do not recruit real people, collect personal information, evaluate real groups or study activity effects.
S1｜7 input rows, with fields ID, group, willing to take part (yes/no/missing): 01/A/yes; 02/A/no; 03/A/missing; 04/B/yes; 05/B/yes; 06/B/no; row 7 is 03/A/missing, completely identical to row 3. All IDs and groups are fictional, and A and B are not any real population category.
S2｜Delete rows completely duplicated on ID and all fields, keeping the first record. Missing values must not be filled in as “no” or “yes”. This item provides no sampling, random assignment, weighting, pre-post measurement or activity participation effect materials, and none may be added.
S3｜Each group's willingness proportion = number of “yes” answers / that group's valid (yes or no) answers; the overall proportion uses all valid answers as the denominator. The missing rate = missing people after de-duplication / total people after de-duplication. Write only B minus A as a percentage point difference, keep all proportions to 1 decimal place, and make no significance or causal judgment.
S4｜Submit four work products: the cleaning log (7→6), the denominator and missing value table, the A/B and overall proportion calculation table, and a 100—150 character statement of result limitations. Keep an independent first draft before checking the answers, and explain that valid answers are not the whole sample and that the two groups are not random, so no population or effect can be inferred.
Review requirements｜The missing value for 03 cannot be treated as no, and a complete duplicate is deleted only once; the group proportions use 2 and 3 as denominators, the overall uses 5, and the missing rate uses 6. A small-sample difference is not an activity effect.
Clean the 7 rows according to S2 and list each group's total, valid count, missing count and “yes” count, calculating each formula according to S3. Write the group difference and limitations, and do not interpret the motives of fictional members.
Submit the four work products plus the independent first draft and revisions. The result statement applies only to the given records; with no representativeness, random assignment or pre-post measurement, it cannot explain real social trends or causal activity effects.
After deleting row 7, which completely duplicates 03, 6 people remain. A has a total of 3, 2 valid, 1 missing and 1 “yes”; B has a total of 3, 3 valid, 0 missing and 2 “yes”. Overall there is a total of 6, 5 valid, 1 missing and 3 “yes”.
A's willingness proportion is 1/2 = 50.0%; B is 2/3 = 66.7%; the overall is 3/5 = 60.0%; the missing rate is 1/6 = 16.7%. B minus A = 16.7 percentage points (calculated from unrounded proportions first, then rounded to 1 decimal place). This is not a 16.7% relative increase.
Example conclusion: in the given fictional sample, the willingness proportion among B's valid answers is 16.7 percentage points higher than A's; A has 1 missing value and both groups are very small. No sampling, random assignment, weighting or pre-post measurement is provided, so real population willingness, individual motives or activity effects cannot be inferred. Denominators, missing values and method limitations should be reported together.
All materials are fictional, with no real personal materials, weights or causal design. This item is a descriptive calculation only; real research additionally requires material sources, ethics review, consent and appropriate methods, and the work grants no independent research or psychological service authority.
Keep the original 7 rows and delete row 7, which completely duplicates 03.
7→6, with the 03 missing value still present and no answer filled in.
List A with a total of 3, 2 valid and 1 missing, and B with a total of 3, 3 valid and 0 missing.
Overall a total of 6, 5 valid, 1 missing and 3 “yes”.
List numerators, denominators and formulas, using unrounded values for the percentage point difference.
50.0%, 66.7% and 60.0%, with a missing rate of 16.7%.
Explain the small sample, unknown sampling and non-causal design.
Does not infer population, individual motives or activity effects.
| Stage | What may be assessed | Observed evidence | Use boundaries |
|---|---|---|---|
| Materials | Whether input and processing are traceable | 7 rows de-duplicate to 6 people | Real missing rows are not deleted |
| Denominators | Whether valid and total counts are distinguished | A2/B3 / overall 5 | Missing rate denominator 6 |
| Comparison | Whether the difference and the relative change are kept apart | B minus A16.7 percentage points | Not a 16.7% relative increase |
| Inference | What conclusions the design supports | Only a description of the given fictional sample | Does not infer population or causal effects |
Read S1—S4 and write the research question, subjects and fictional boundaries.
Keep the 7 rows independently and write the codebook and de-duplication rules.
De-duplicate to 6 people, list missing values and valid denominators, and do not fill in the 03 answer.
Calculate the two groups, the overall proportion and the missing rate from numerators and denominators.
Write the percentage point difference and a 100—150 character statement of result limitations.
After sealing the first draft, compare with the answers and check the denominators 2/3/5/6 and the non-causal boundaries.
Organize the four work products and revisions, observe method patience, then check research direction, degrees, ethics and position.
| Qualification / preparation | Applicable to whom | Checking basis | Scope boundaries | Next step | Source scope | Important limitations |
|---|---|---|---|---|---|---|
| Typical master's degree | U.S. SOC19-3041 | BLS typical entry education | A statistical preparation, not a uniform Chinese threshold | Check the specific employer's method requirements | BLS detailed projection／OOH | Grants no license or research approval |
| Doctoral preference | Some employer research positions | BLS notes that some employers prefer a doctorate | Does not say all positions require a doctorate | Check project and output requirements | BLS OOH for this category | No fixed wage premium is inferred |
| New hire education survey | O*NET respondent positions | 50% doctoral, 30% master's and 10% bachelor's | The respondent distribution is not law | Check the actual appointment posting | O*NET19-3041 | Lists are not the complete set of all routes |
| Single-institution postdoctoral position | Social science academy 2026 applicants | Recent doctorate, not currently employed, and outputs, among others | Generally age 35 or under for this brochure | Check the complete conditions and research topic selection | Social science academy 2026 brochure | The deadline April 12 has passed |
| Research ethics review | Applies to Chinese science and technology activities | Real person surveys, observation, personal information and similar | Verified by activity risk and institutional procedures | Check assessment, review and materials before starting | Measures for Ethical Review of Science and Technology (Trial) | A fictional work does not exempt review |
| Research ethics and services | Actual research personnel | Participant protection and research integrity | The ISA is an association code, not Chinese law | Check local institutional and material rules | ISA and supervisory rules | A sociology title grants no psychological diagnosis and treatment |
Typical scope：Read the question, variables and sources.
Readiness evidence：Codebook and boundaries are clear.
Credential boundary：Editorial experience is not a position qualification.
Next moves：Prepare an independent S1—S4 first draft.
Typical scope：De-duplicate and keep missing values.
Readiness evidence：7→6 and the denominators can be reviewed.
Credential boundary：Real material permission is verified separately.
Next moves：Practice data management and descriptive methods.
Typical scope：Choose methods that answer the question.
Readiness evidence：Design and inference limitations are consistent.
Credential boundary：A typical master's degree is not uniform hiring.
Next moves：Add sampling and quantitative and qualitative training.
Typical scope：Check the project's complex analysis responsibility.
Readiness evidence：Validate error, reproducibility and argumentation.
Credential boundary：Actual position conditions are verified separately.
Next moves：Add the target statistical theory and experience.
Typical scope：Define group and institutional topics.
Readiness evidence：Question subjects and concepts are clear.
Credential boundary：Does not fabricate citations or definitive conclusions.
Next moves：Read field literature original texts.
Typical scope：Draft the material and method plan.
Readiness evidence：Conceptual measurement and scope match.
Credential boundary：Real research requires checking applicable procedures first.
Next moves：Learn methods and check the ethics path.
Typical scope：Build the argument together with the materials.
Readiness evidence：Results, counterevidence and limitations can be handed over.
Credential boundary：Work does not automatically grant an appointment.
Next moves：Add master's or doctoral training and real outputs.
Typical scope：Explains proportions and denominators.
Readiness evidence：Does not treat a difference as causation.
Credential boundary：A fictional item does not represent the population.
Next moves：Write a 100—150 character limitation.
Typical scope：Write method and source statements.
Readiness evidence：Versions and materials are traceable.
Credential boundary：Real privacy rules are verified separately.
Next moves：Practice reporting and team exchange.
Typical scope：Uses evidence in social discussion.
Readiness evidence：Does not conceal uncertainty or interests.
Credential boundary：Makes no policy approval promise.
Next moves：Add field and public communication training.
Concepts, subjects, codebook and sources can be explained, and groups are not judged by impression.
De-duplication, missing values, denominators and calculation logs can be reviewed.
Methods answer the question, and limitations and alternative explanations can be discussed.
Field theory, research outputs, ethics and team responsibility are verified by position.
United States nationwide · SOC19-3041；U.S. dollars/year
Median 106,030; P10 is 65,160 and P90 is 172,550 U.S. dollars per year.
Annual median wage of wage and salary earners
The national distribution, not degree, title or teaching level wages.
Does not establish：Not starting pay, after-tax pay, postdoctoral funding or a Chinese quote.
China urban units · All positions in the industry; yuan/year
Non-private 182,064 and private 83,560 yuan/year.
Scientific research and technical services industry background
Industry averages, not an independent sociologist wage.
Does not establish：Evidence is insufficient: after checking NBS and the social science academy 2026 brochure, no Chinese national independent employment growth or wage distribution for this category was verified, and single-institution funding is not substituted.
These are capability relationships, not automatic promotions or credential waivers.
Transfers：Question design, questionnaire materials and research interpretation.
Build next：Add sampling, nonresponse, measurement, weighting and survey operations.
View career profileTransfers：Material organization, quality checking and research manuscripts.
Build next：Check support tasks, project tools, supervision and material procedures.
View career profileTransfers：Sociology field knowledge, argumentation and expression.
Build next：Add courses, student evaluation and college teaching appointment requirements.
View career profileTransfers：Data analysis, method selection and limitation statements.
Build next：Add probability and statistical theory, model validation and professional methods.
View career profileTransfers：Institutional materials, social research and public expression.
Build next：Add political institution and policy field theory and specialist materials.
View career profileTransfers：Sociocultural questions, observation and interviews, and interpretation.
Build next：Add ethnographic or archaeological materials, field methods and access permission.
View career profileTransfers：Research questions, material analysis and policy discussion.
Build next：Add economic theory, econometric methods and the economic policy field.
View career profileTransfers：Group and institutional understanding, survey materials and collaboration.
Build next：Add land and space, planning regulations, technology and jurisdictional appointment conditions.
View career profileNo. University sociology teachers 25-1067 include teaching or combined teaching and research; research assistants 19-4061 support materials and outputs. Tasks may overlap, but responsibility, statistical classification, appointment and wages are not interchangeable.
The May 2025 national annual median wage for 19-3041 is 106,030 U.S. dollars, with P10 at 65,160 and P90 at 172,550; not a new hire starting wage, a Chinese quote, a teacher wage or individual take-home pay.
Evidence is insufficient: after checking NBS2025 and the social science academy 2026 brochure, no Chinese national independent wage percentile for sociologists was verified. Scientific research and technical services non-private 182,064 and private 83,560 yuan/year are industry averages only, and postdoctoral funding is not treated as a national wage.
2025—2035 detailed employment 2.7 → 2.8 thousand, net increase of 0.1 thousand, 3.8% growth, with about 200 average annual openings including replacements. OOH4% is rounded, and rounded headcounts are not used to recalculate growth; this is not a current vacancy or AI causality.
Evidence is insufficient: no measured net effect of AI adoption or substitution for this category was verified. Literature, code and report drafts are candidate uses; researchers check original texts, data permission, methods, denominators and interpretation, and no fake interviews or substitution rates are generated.
BLS typical entry is a master's degree, and some employers prefer a doctorate. Among O*NET new hire respondents 50% hold a doctorate, 30% a master's and 10% a bachelor's degree, which is survey data, not uniform regulation. The social science academy postdoctoral position is a specific doctoral research training sample, and its conditions cannot be extrapolated to all positions.
In China, when prescribed science and technology activities involve real person surveys or observation or personal information, ethics review is applied for according to risk assessment and institutional procedures; specific applicability and material consent requirements are verified by project. The ISA is an association ethics reference and does not replace law, institutional approval or research authorization.
Using only the fictional S1—S4 7 records, submit four work products: de-duplication, denominators and missing values, proportions, and result limitations; do not recruit real people or collect personal information, and a descriptive exercise cannot infer population or activity effects.
7 rows de-duplicate to 6 people, 5 valid and 1 missing. A1/2 = 50.0%, B2/3 = 66.7%, overall 3/5 = 60.0%; the missing rate is 1/6 = 16.7%. B minus A16.7 percentage points, not a relative increase, and the 03 missing value is not treated as no.
Checked and read according to O*NET sociology tasks, interests, education and context, the BLS five percentiles, four industry wages and detailed projection, NBS industries, social science academy recruitment, the Measures for Ethical Review of Science and Technology and the ISA code; S1—S4 was editorially designed.
On 2026-10-02 this round re-read the O*NET tasks, interests, education and context for this category, the BLS work and four industry wages and detailed projection for this category, the social science academy brochure, the ISA code and five adjacent occupations; the NBS eight broad categories, the science and technology ethics measures and the other three adjacent occupations follow what was checked in this batch. Wages May 2025, projection 2025—2035; the postdoctoral March 18 notice deadline April 12 has passed, and ILO, LLM and NIST are methodological background.
Defined interests: O*NET; U.S. wages and projections: O*NET/BLS; China background: NBS; single-institution recruitment: social science academy; ethics: the Ministry of Science and Technology measures and the ISA association code.
Limitations：17 tasks; ISA interests and respondent education context are not individual prediction or law
Limitations：65160/82300/106030/137420/172550 U.S. dollars per year, not degree levels
Limitations：2.7 → 2.8 thousand, net 0.1 thousand, 3.8%, 0.2 thousand per year on average; the typical master's degree is not a license
Limitations：Not after-tax benefits or a single position's starting wage
Limitations：Not an independent sociologist wage, and no monthly salary is inferred
Limitations：A single institution, not national appointment; the deadline April 12 has passed and the funding is not an occupational wage
Limitations：Real person surveys, observation, personal information and similar activities follow the applicable scope and institutional procedures, with no unconditional exemption
Limitations：An association reference, not Chinese law or a uniform license
Limitations：The focus differs, and its wages or interests cannot fill in this category
Limitations：Support is not independent project responsibility or 19-3041 wages
Limitations：25-1067 statistics are separate, and teaching appointments are verified separately
Limitations：Not this category's actual adoption or substitution rate
Limitations：7→6 people, 5 valid and 1 missing, A50.0% and B66.7%, overall 60.0%; not population causation
Limitations：A voluntary framework is not research approval
Limitations：Not measured effects on sociologists or employment causality
Limitations：Typical education does not represent all positions or a Chinese threshold
Limitations：De-duplicated by URL to N1; not marked with SOC, and precise U.S. recruitment N0; funding is not a national wage and the deadline has passed
Limitations：Occupational interest values are not an individual fit probability
Limitations：Target training and model responsibility are not inherited from a sociology title
Limitations：Specialist fields differ
Limitations：Ethnographic or archaeological methods and field permission are verified separately
Limitations：Counts as one posting, not seven positions or a national employment sample
Limitations：The respondent distribution is not national law and is not listed as a complete route
Limitations：Median 106030 U.S. dollars per year, not a teacher or Chinese wage
Limitations：Association ethics, not a causal method standard or Chinese law
Limitations：EP employment and OEWS statistical scopes differ
Limitations：Specialist economic theory and methods must be added separately
Limitations：Planning regulations, technology and appointment are verified separately
Limitations：135070/125770/104390/87290 U.S. dollars per year; not industry-wide averages, and 4% is rounded
Limitations：Editorial ratings use the existing occupational responsibilities and AI task analysis on this page. They are not adoption rates, measured effects, job-disappearance or personal-unemployment probabilities, or official scores from Stanford or another external institution. No measured time weights or future robot deployment are assumed.
This category is kept separate from teacher and research assistant statistics, and the ISA occupational interests are not an individual fit rate. S1—S4 is entirely fictional and descriptive only, and real research separately requires checking materials, consent and applicable ethics; postdoctoral funding and NBS industry averages do not substitute for a national occupational wage.
MBTI (English) · Big Five (English) · MBTI (Chinese) · Big Five (Chinese)
Wage definitions
Teams and projects
Typical scope：Check the single institution's project and conditions.
Readiness evidence：Doctoral outputs and the like are verified by the notice.
Credential boundary：The social science academy 2026 deadline has passed.
Next moves：Check new notices and the supervisor's project.
Typical scope：Check teaching management or collaboration responsibility.
Readiness evidence：Target appointment and outputs are clear.
Credential boundary：25-1067 teacher statistics are separate.
Next moves：Add course evaluation or project capability.
