Disability Claims Underwriting Specialist for AI Reasoning

Weekday 1; United States; Remote; USD 91,000 - 129,000; Full time

Job summary

Weekday 1 is partnering with a leading AI lab to hire Disability Claims Underwriting Specialists to design disability adjudication scenarios, evaluate AI outputs, and help shape how disability definitions, medical evidence and benefit entitlement are reasoned.

You will create determinations and return-to-work plans, grade AI-generated responses against rubrics, and provide written feedback to improve model behavior.

Qualifications

• 2+ years in disability claims adjudication, underwriting, or related fields.
• Experience with group/individual disability programs and ERISA processes.
• Ability to weigh medical, occupational and financial evidence.
• Strong written analysis and attention to detail.

Responsibilities

• Design realistic disability scenarios including definitions and durations.
• Create determinations, benefit calculations, evidence summaries, and return-to-work plans.
• Write reference responses at expert disability-professional quality.
• Grade AI outputs against rubrics for accuracy and fairness.
• Provide feedback to improve model behavior.
• Participate in onboarding hours and calibration sessions.

Skills

Disability claims adjudication

Disability underwriting

Vocational rehabilitation

Leave and absence management

Education

CRC/CDMS/CCM/CPDM/RN credentials

Tools

ERISA records handling

Appeals support experience

Job description

Weekday 1 is partnering with a leading AI lab to hire Disability Claims Underwriting Specialists to design disability adjudication scenarios, evaluate AI outputs, and help shape how disability definitions, medical evidence and benefit entitlement are reasoned.

You will create determinations and return-to-work plans, grade AI-generated responses against rubrics, and provide written feedback to improve model behavior.