EMT Expert

NREMT certified EMTs to build the prehospital scenarios frontier AI labs use to test model judgment.

AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring NREMT certified EMTs as contractors to author and grade the prehospital scenarios those evaluations run on.

What you'll actually do

• Author realistic prehospital scenarios from dispatch through handoff
• Write reference answers with the field reasoning behind each protocol decision
• Grade model output for protocol accuracy and scene safety
• Flag advice that reads right but would get someone hurt on scene

Who this is for

• NREMT certification with an active state EMT license
• 2+ years of field experience on a 911 or interfacility service
• Depth in patient assessment, BLS protocols, and scene management
• You can write field reasoning clearly enough for another provider to follow it

Contract and pay

• $40 to $65/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/emt-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.

Required qualifications

• NREMT certification with an active state EMT license
• 2+ years of field experience on a 911 or interfacility service
• Depth in patient assessment, BLS protocols, and scene management
• Clear written English for documenting assessments and handoffs
• Able to commit at least 10 hours per week

Why apply

• $40 to $65/hr, paid hourly via Stripe
• 100% remote and fully async with no shifts and no station time
• Shape how frontier models reason about emergency response
• Ongoing project work with hours you set each week