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AfterQuery is hiring licensed case managers to author and grade care coordination scenarios for frontier AI labs. This fully remote, asynchronous contractor role offers $70 to $115 per hour, paid weekly via Stripe, with a minimum of 10 hours per week.
You will write realistic care plans from admission through post-acute placement, assess model output for clinical appropriateness, and flag plans that could strand a patient. Prior hospital, payer, or community-based experience is valued.
Licensed case managers to build the care coordination scenarios frontier AI labs use to test model judgment. Remote, async, paid weekly. AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring licensed case managers as contractors to author and grade the care coordination scenarios those evaluations run on. What you'll actually do Author realistic care coordination scenarios from admission through post acute placementWrite reference answers with the reasoning behind each level of care callGrade model output for clinical appropriateness and benefit accuracyFlag plans that read fine but would strand the patient or trigger a denial Who this is for Active RN or LCSW license, or CCM certification2+ years of case management experience in a hospital, payer, or community settingDepth in discharge planning, utilization review, or complex care coordinationYou can write care plan reasoning clearly enough for another case manager to follow it Contract and pay $70 to $115/hr, paid weekly via Stripe. Your rate is set from your experience, not negotiated down after you start.Fully remote, fully async. No fixed hours.Minimum 10 hours per week, no maximum. Scale up or down week to week.No screen recording, no keystroke monitoring, no idle timers.Independent contractor. Ongoing project work rather than single task batches. How our hiring process works Apply at /apply/case-manager-expert. About five minutes. Resume plus a few structured questions.Resume review. Every application gets read against a published rubric and gets a decision.Written assessment. You may be asked to take a written assessment for further placement.Onboarding. Sign the contractor agreement, connect Stripe, and get platform access.Project match. You're matched to live work in your specialty, usually within a week of onboarding. About AfterQuery AfterQuery is an expert data lab. We build the evaluation and training data that frontier AI labs use to measure what their models can and can't do in real professional work. Our contributors are practicing professionals, not annotators, and the work is credited, reviewed, and paid at professional rates.