What it pays
Government survey numbers — not estimates, not ads.
Half of all Social Scientists and Related Workers, All Other in the U.S. earn more than $101,110 a year — the middle 80% land between $66,120 and $160,300. About 37,100 people in the U.S. do this work. Figures are for the U.S. occupation group “Social Scientists and Related Workers, All Other”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$101,110typical pay / year
37,100people in this work
$160,300+top 10% earn
₹4.6 lakha year in India (family avg)
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Social work theory
+Draft a two-page briefing that explains the chosen social work theory, links it to frontline safety…
Social work theory
+Draft a two-page briefing that explains the chosen social work theory, links it to frontline safety practices, highlights its implications for client empowerment and legal transparency, and include three practical recommendations for local providers by next Tuesday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Communicate professionally with colleagues in other fields
+Write a concise one-page explainer tailored to public health researchers and urban planners that summarises…
Communicate professionally with colleagues in other fields
+Write a concise one-page explainer tailored to public health researchers and urban planners that summarises our social justice framing, outlines shared data needs, notes agreed safeguarding responsibilities, and proposes a 60-minute cross-team meeting next Wednesday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Monitor social trends and issues
+Monitor social conversations, policy announcements and service user reports this week, flag three emerging…
Monitor social trends and issues
+Monitor social conversations, policy announcements and service user reports this week, flag three emerging trends affecting care access and a short note on potential harm, prioritise items affecting disabled adults, and draft a one-page brief for Friday morning circulation.
The tools that do the workNVivojob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop research methodologies
+Draft a mixed-methods protocol for a six-month study on access to community services: state research…
Develop research methodologies
+Draft a mixed-methods protocol for a six-month study on access to community services: state research questions, sampling approach emphasising marginalised users, consent and safety steps, instruments to use, and an analysis plan ready for ethics review next Wednesday.
The tools that do the workExcelNVivojob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Collect data through surveys or interviews
+Assemble a survey and interview schedule that centres service users' rights: list 20 survey questions, a…
Collect data through surveys or interviews
+Assemble a survey and interview schedule that centres service users' rights: list 20 survey questions, a 10-question interview guide, consent wording, estimated completion times, and recruit quotas for underrepresented groups before the recruitment round starts Monday.
The tools that do the workExceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design research studies
+Design two complementary study options—a rapid cross-sectional survey and a longitudinal qualitative…
Design research studies
+Design two complementary study options—a rapid cross-sectional survey and a longitudinal qualitative panel—detailing sample sizes, recruitment channels, ethical safeguards for vulnerable participants, and timelines so the funder can choose by the 15th.
The tools that do the workStataNVivojob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Present findings to stakeholders
+Prepare a stakeholder presentation summarising findings, including three policy recommendations that improve…
Present findings to stakeholders
+Prepare a stakeholder presentation summarising findings, including three policy recommendations that improve transparency of legislation for service users, two case vignettes illustrating harm reduction, and a one-slide ask for commissioners for next quarter.
The tools that do the workExceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Conduct statistical analysis
+Run the agreed statistical tests on the service access dataset, produce cleaned tables of descriptive…
Conduct statistical analysis
+Run the agreed statistical tests on the service access dataset, produce cleaned tables of descriptive statistics and regression outputs, note any data limitations affecting vulnerable groups, and export labeled tables for the methods appendix by Thursday.
The tools that do the workSPSSjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Collaborate with other researchers
+Draft a one-page collaboration plan for my colleagues Sara Khan and Dr. James O'Neill outlining shared…
Collaborate with other researchers
+Draft a one-page collaboration plan for my colleagues Sara Khan and Dr. James O'Neill outlining shared research questions, data responsibilities, fortnightly check-ins, and a decision rule for draft authorship so we can start the co-authored brief next Monday.
The tools that do the workNVivojob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Prepare grant proposals
+Write a 1,200-word grant narrative for the Healthy Communities Fund showing the problem, objectives, methods,…
Prepare grant proposals
+Write a 1,200-word grant narrative for the Healthy Communities Fund showing the problem, objectives, methods, budget summary, and three measurable outcomes tied to reducing service barriers for young people, ready for review by Friday.
The tools that do the workExceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Maintain research databases
+Standardise and clean the intake dataset, map variables to the codebook, add documentation for missing-value…
Maintain research databases
+Standardise and clean the intake dataset, map variables to the codebook, add documentation for missing-value rules, and produce a monthly extract that updates automatically so policy analysts can run fresh counts each Monday.
The tools that do the workSPSSjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Assist and counsel young people
+Draft an outreach and counselling protocol for one-to-one sessions with young people, including consent…
Assist and counsel young people
+Draft an outreach and counselling protocol for one-to-one sessions with young people, including consent language, safeguarding steps, risk escalation contacts, and a four-week follow-up schedule to hand to frontline staff this week.
The tools that do the workNVivoESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Deliver programmes related to drugs issues
+Design a four-session pilot curriculum on drugs harm reduction, with session aims, activities, handouts,…
Deliver programmes related to drugs issues
+Design a four-session pilot curriculum on drugs harm reduction, with session aims, activities, handouts, evaluation questions and a 6-week outcome measure so the pilot can run in two community centres next month.
The tools that do the workExcelESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Empower social service users
+Produce a plain-language guide that explains rights, complaint routes, and safety steps for social service…
Empower social service users
+Produce a plain-language guide that explains rights, complaint routes, and safety steps for social service users, with short examples and a checklist they can keep, ready to publish on the website on Wednesday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Social justice
+Draft a short policy brief on social justice in local adult social care that names the problem, includes two…
Social justice
+Draft a short policy brief on social justice in local adult social care that names the problem, includes two evidence-backed recommendations, estimates costs for year one, and flags likely resistance from commissioners and providers before Friday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Follow health and safety precautions in social care practices
+Compile a one-page checklist of health and safety precautions for domiciliary care workers, cross-referencing…
Follow health and safety precautions in social care practices
+Compile a one-page checklist of health and safety precautions for domiciliary care workers, cross-referencing current guidance, noting where practice gaps occur, and send it to the safeguarding lead and training manager for sign-off by Wednesday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Make legislation transparent for users of social services
+Write a plain-language guide explaining the key rights and entitlements under the Care Act for service users,…
Make legislation transparent for users of social services
+Write a plain-language guide explaining the key rights and entitlements under the Care Act for service users, include three examples of how to use complaints routes, and prepare a PDF to distribute at three community hubs next Tuesday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Contribute to protecting individuals from harm
+Analyse recent incident reports to identify common risk factors, summarise them in a two-page memo with three…
Contribute to protecting individuals from harm
+Analyse recent incident reports to identify common risk factors, summarise them in a two-page memo with three priority mitigation actions, and send to the safeguarding board before their Monday meeting.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Assess social service users' situation
+Map current support pathways for adults with complex needs, highlight three pinch points where people fall…
Assess social service users' situation
+Map current support pathways for adults with complex needs, highlight three pinch points where people fall through the system, cost two small fixes and email the commissioning lead and user advocacy group by next Thursday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Protect vulnerable social service users
+Design a short safeguarding intervention plan for a cohort of older people at risk, include referral…
Protect vulnerable social service users
+Design a short safeguarding intervention plan for a cohort of older people at risk, include referral triggers, immediate actions, and who to notify, then circulate to the multi-agency panel for feedback within five working days.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Says who?
These are the pages we read to build this. Open any of them and check us.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.
The rest of the map
Same library, five ways in.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses