Mortgage Loan Officer Expert

NMLS licensed mortgage loan officers to build the origination 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 NMLS licensed mortgage loan officers as contractors to author and grade the origination scenarios those evaluations run on. What you'll actually do Author realistic mortgage origination scenarios, from prequalification and program selection through underwriting and closingWrite reference answers with the guideline reasoning behind each lending decisionGrade model output for accuracy under agency and regulatory guidelinesFlag advice that reads plausible but violates lending regulations Who this is for Loan officers with an active NMLS license or registrationOriginators with at least 2 years of mortgage origination experiencePractitioners with depth in loan programs, underwriting guidelines, and disclosure requirementsClear writers who can document the reasoning behind a lending decision Contract and pay $70 to $105/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/mortgage-loan-officer-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.

Responsibilities

• Author realistic mortgage origination scenarios from prequalification through closing
• Write reference answers with the guideline reasoning behind each lending decision
• Grade model output for accuracy under agency and regulatory guidelines
• Flag advice that reads plausible but violates lending regulations

Required qualifications

• Active NMLS license or registration as a mortgage loan originator
• 2+ years of mortgage loan origination experience
• Depth in loan programs, underwriting guidelines, and disclosure requirements
• Clear written English for documenting lending reasoning
• Able to commit at least 10 hours per week

Preferred qualifications

• Experience across conventional, FHA, VA, and jumbo programs
• Underwriting or loan processing background
• Experience with both purchase and refinance originations

Why apply

• $70 to $105/hr, paid weekly via Stripe
• 100% remote and fully async
• Shape how frontier models reason about mortgage lending
• Ongoing project work with hours you set each week

Where you can work

This role is 100% remote: you can work from any country except Andorra, Afghanistan, Angola, Argentina, Azerbaijan, Barbados, Bangladesh, Burkina Faso, Burundi, Bolivia, Brazil, Belarus, Belize, DR Congo, Central African Republic, Congo (Republic), Chile, Cameroon, China, Colombia, Cuba, Cape Verde, Djibouti, Dominica, Dominican Republic, Egypt, Eritrea, Fiji, Micronesia, Gabon, Grenada, Georgia, Ghana, Gibraltar, Guinea, Equatorial Guinea, Guinea-Bissau, Honduras, Haiti, Iraq, Iran, Japan, Kyrgyzstan, Cambodia, Kiribati, Comoros, St. Kitts and Nevis, North Korea, South Korea, Kazakhstan, Laos, Lebanon, Liberia, Lesotho, Libya, Monaco, Montenegro, Marshall Islands, Mali, Myanmar, Macau, Mauritania, Maldives, Malawi, Niger, Nigeria, Nicaragua, Nepal, Nauru, Papua New Guinea, Palestine, Palau, Paraguay, Russia, Saudi Arabia, Solomon Islands, Seychelles, Sudan, Sierra Leone, San Marino, Somalia, Suriname, South Sudan, São Tomé and Príncipe, Syria, Eswatini, Chad, Togo, Tajikistan, Timor-Leste, Turkmenistan, Tonga, Tuvalu, Ukraine, Uganda, Uruguay, Vatican City, St. Vincent and Grenadines, Venezuela, Vanuatu, Samoa, Yemen, Zambia and Zimbabwe.