EXPOSED
This is a residual BLS bucket — program coordinators, policy and research social workers, military and correctional social workers, community program staff — so the modal worker splits time between direct client contact and a heavy documentation load: intake forms, case notes, eligibility screening, resource referrals, grant reporting. The paperwork half is squarely in reach of current AI, which drafts case notes, summarizes records, and matches clients to benefit programs faster than a human. What holds is the in-person part: sitting with a person in crisis, home and facility visits, and being the named human accountable when a placement or safety call goes wrong.
Mixed — a routine tier and a judgment tier. An 11 reflects the split you already live: the eligibility screens, referral matching, case notes, and grant/outcome reporting that fill your afternoons are drafting-and-lookup work an LLM does adequately, while the crisis interview, the family meeting where three people want different things, and the facility walkthrough don't compress into a prompt — if you were a policy-research social worker with no caseload you'd score nearer 7, if you carried a full field caseload nearer 14.
Some physical or field component. A 10 rather than a 4 because home visits, correctional units, barracks, shelters, and hospital bedsides are part of the standard week and you cannot assess a household's safety or a client's condition over the phone — but it isn't 15, because unlike a child protective investigator you are not routinely doing forcible removals or sustained physical intervention, and a real share of this bucket's hours are spent at a desk on program coordination.
Certification preferred, not legally required. An 8 fits because LCSW/LMSW licensure is common but not universal across this residual bucket — many program coordinator, community outreach, and military/correctional social service posts hire at bachelor's level or accept unlicensed MSWs under supervision — so the credential that would make you personally answerable to a state board is a preference in many postings rather than the statutory gate it is for clinical social workers.
The human relationship is the product. A 15 is right because your effectiveness with a veteran, an inmate approaching release, or a family in a housing crisis is built on their willingness to disclose to you specifically, and disclosure follows from months of showing up, keeping confidences, and having been the one who actually got the voucher approved — that history does not transfer to a replacement, human or otherwise.
Meaningful discretion. A 13 sits just under the top band because you make genuinely contestable calls — whether a home is safe enough, whether to escalate a suicide risk, which of eight equally needy families gets the last slot — but those calls usually route through a supervisor, a treatment team, or agency policy before they become final, so you own the assessment and the recommendation more often than you own the irreversible decision alone.
Has AI actually changed your work?