Disability Claims AI Training Specialist

OpenTrain AI; Northern (KY); Hybrid; USD 800 - 140,000; Part time

Job summary

OpenTrain AI is seeking a Disability Claims and Underwriting AI Training Specialist to train AI models on insurance reasoning data. Remote contractor role with part-time commitment, creating realistic disability adjudication scenarios and evaluating AI responses.

You will produce claim work products, assess medical and vocational evidence, and write feedback to improve model performance. Minimum two years in disability claims adjudication or underwriting, with related credentials preferred;

Qualifications

• Minimum two years in disability claims adjudication, underwriting, or related fields.
• Familiarity with disability definitions, elimination periods, offsets and limits.
• Ability to weigh medical, occupational and financial evidence with rationale.
• Experience creating or reviewing benefit calculations and return-to-work plans.
• Ability to assess AI-generated responses for evidentiary support and fairness.
• Ability to distinguish adjudication from clinical decisions and legal advice.

Responsibilities

• Design short- and long-term disability claim scenarios for training data.
• Address elimination periods and occupational definitions within cases.
• Create claim determinations, benefit calculations, and evidence summaries.
• Develop return-to-work plans and appeal decisions for model training.
• Write reference responses and evaluate AI outputs for accuracy.
• Provide feedback to improve AI model performance and documentation.

Skills

Disability claims adjudication

Disability underwriting

Vocational rehabilitation

Leave and absence management

Analytical writing

Attention to detail

AI training

Education

CRC

CDMS

CCM

CPDM

RN

Job description

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. It helps experienced professionals discover specialized projects, build a lasting portfolio, and apply their expertise to the development of advanced AI systems.

• Create a profile that showcases your professional experience
• Discover specialized AI training work in one place
• Apply in minutes and grow a durable AI training portfolio

About AI Training Work

AI training is the human side of building artificial intelligence. Professionals prepare examples, write expert responses, and review model outputs so AI systems can reason more accurately and responsibly. This role applies real disability insurance expertise to challenging claims and underwriting scenarios.

• Help shape how frontier AI models understand insurance reasoning
• Use professional judgment to assess evidence and model-generated decisions
• Work remotely with flexible contractor scheduling

The Role

OpenTrain is seeking a Disability Claims and Underwriting AI Training Specialist to train AI models on insurance reasoning data. You will create realistic disability adjudication and risk-selection scenarios, produce professional claim work products, and evaluate AI responses against established industry standards.

The work covers disability definitions, medical and vocational evidence, benefit entitlement, calculation accuracy, administrative records, and procedural fairness. You must distinguish claim adjudication from treating-provider clinical decisions and formal legal advice.

• Role type: Remote part-time contractor
• Minimum commitment: 20 hours per week
• Preferred availability: 40 or more hours per week
• Compensation after onboarding: $80 per hour
• Paid onboarding: $800 flat rate, estimated at approximately 10 hours

What You’ll Do

You will create expert-quality training examples and provide written feedback that improves model behavior. Your work should reflect balanced judgment, accurate calculations, defensible reasoning, and careful documentation of the relevant administrative record.

• Design short-term and long-term disability claim scenarios
• Address elimination periods, own-occupation and any-occupation definitions, residual and partial disability, offsets, recurrent disability, and claim duration management
• Create claim determinations, benefit calculations, medical and vocational evidence summaries, and transferable-skills analyses
• Develop return-to-work plans and appeal decisions
• Write experienced-professional reference responses
• Evaluate AI-generated responses for evidentiary support, calculation accuracy, and procedural fairness
• Identify misapplied definitions, unsupported functional conclusions, missed offsets, incorrect benefit math, and incomplete administrative records
• Provide written feedback to improve AI model responses

Required Qualifications

You need at least two years of professional experience in disability claims adjudication, disability underwriting, vocational rehabilitation, or leave and absence management. Strong written analysis and close attention to detail are essential.

• Experience with group short-term disability, group long-term disability, individual disability income, statutory disability, or life waiver of premium programs
• Understanding of disability definitions, elimination periods, offsets, pre-existing-condition provisions, and maximum benefit periods
• Ability to weigh medical, occupational, and financial evidence
• Ability to produce defensible claim determinations with documented rationale
• Experience creating or reviewing benefit calculations, return-to-work plans, appeal decisions, or comparable disability claim work products
• Ability to assess AI-generated responses for evidentiary support, calculation accuracy, and procedural fairness
• Ability to distinguish claim adjudication from clinical decisions and formal legal advice

Helpful Background

Relevant credentials and additional experience can strengthen your fit for this specialist AI training work.

• CRC, CDMS, CCM, CPDM, RN, or a comparable clinical or vocational credential
• Experience with ERISA administrative records
• Appeals or litigation support experience
• Individual disability income underwriting
• Occupation-class or financial underwriting
• Offset coordination
• FMLA, state leave programs, or ADA accommodation interaction

Location, Schedule, and Compensation

This remote contractor opportunity is available to candidates in the United States, Canada, the United Kingdom, Australia, New Zealand, Ireland, Malta, the Netherlands, Sweden, Denmark, Norway, Finland, Germany, Austria, and Belgium. The minimum commitment is 20 hours per week, with 40 or more hours preferred.

Successful completion of onboarding is paid at a flat $800 rate, estimated at approximately 10 hours. After onboarding, compensation is $80 per hour.

• Available countries: United States, Canada, United Kingdom, Australia, New Zealand, Ireland, Malta, Netherlands, Sweden, Denmark, Norway, Finland, Germany, Austria, and Belgium
• Work arrangement: Remote
• Employment type: Contractor and part-time
• Language: English

Build Your AI Training Career

OpenTrain helps professionals turn specialized knowledge into meaningful AI training work. Create your free account, build a profile that reflects your experience, and apply your disability claims and underwriting judgment to the next generation of AI systems.

• Apply your existing professional expertise to cutting-edge AI development
• Build credible experience in AI training and data labeling
• Create a portfolio that supports long-term growth in the field