Will eligibility interviewers be replaced by AI?
Updated
Eligibility interviewers score 65 of 100 for AI exposure. The largest share of their task time, 58%, is work AI speeds up while they stay in charge. AI can take over 39% outright, and 3% stays with people.
- 39% AI can do it
- 58% AI helps
- 3% Needs a person
High exposure
Higher than 96% of the 923 occupations we scored.
Task by task
We graded 17 tasks, listed here from most to least exposed. AI can do 7 of them today, speeds up 9 and leaves 1 to people.
| Task | AI exposure |
|---|---|
| Answer applicants' questions about benefits and claim procedures. Routine questions about benefits and claim steps suit chatbots. | 75% AI can do it |
| Schedule benefits claimants for adjudication interviews to address questions of eligibility. Scheduling interviews is routine calendar work, easily automated. | 75% AI can do it |
| Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services. Form filling from existing records is routine data work. | 72% AI can do it |
| Keep records of assigned cases, and prepare required reports. Case records and reports are heavily digital and templated. | 70% AI can do it |
| Monitor the payments of benefits throughout the duration of a claim. Payment monitoring and anomaly alerts are routine software tasks. | 70% AI can do it |
| Compute and authorize amounts of assistance for programs, such as grants, monetary payments, and food stamps. Calculation follows set rules; worker authorizes payment. | 65% AI can do it |
| Interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights. Explaining rules and payment options suits LLM assistants well. | 65% AI helps |
| Provide social workers with pertinent information gathered during applicant interviews. Summarizing interview notes for social workers is routine text work. | 65% AI can do it |
| Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status. Data checks suit AI; final eligibility call stays with staff. | 62% AI helps |
| Provide applicants with assistance in completing application forms, such as those for job referrals or unemployment compensation claims. AI can guide form filling; some applicants need staff help. | 60% AI helps |
Show the other 7 tasks
| Task | AI exposure |
|---|---|
| Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance. Case actions are workflow steps needing staff approval. | 55% AI helps |
| Refer applicants to job openings or to interviews with other staff, in accordance with administrative guidelines or office procedures. Matching applicants to openings is partly rules and search work. | 50% AI helps |
| Check with employers or other references to verify answers and obtain further information. Employer verification calls are manual; data matching helps some. | 45% AI helps |
| Investigate claimants for the possibility of fraud or abuse. Analytics flag patterns; investigators must judge evidence and intent. | 45% AI helps |
| Interview benefits recipients at specified intervals to certify their eligibility for continuing benefits. Recertification interviews could be partly automated; people still needed. | 40% AI helps |
| Interview and investigate applicants for public assistance to gather information pertinent to their applications. Live applicant interviews need human rapport and probing judgment. | 35% AI helps |
| Conduct annual, interim, and special housing reviews and home visits to ensure conformance to regulations. Home visits and physical inspections require people on site. | 18% Needs a person |
How eligibility interviewers compare
All occupations (923)
Office and administrative support (51)
Pay and outlook in the US
- Median pay
- $54,210 a year, May 2025
- People employed
- 154,800 in the US, May 2025
- Projected change in jobs
- +1.6% from 2024 to 2034
Skills to build
- Conduct annual and special housing reviews with on-site home visits
- Run recertification and applicant interviews over Zoom and in person
- Verify employer income by phone and written statements
- Investigate fraud referrals by weighing documents and applicant statements
- Check payment anomaly alerts in Microsoft Access before authorizing assistance
- Write case reports and supervisor summaries in Microsoft Word
Safer roles nearby
5 related occupations with lower scores.
Questions about eligibility interviewers and AI
Will AI replace eligibility interviewers?
Partly. About 6 in 10 working hours go to tasks AI can already do, mostly answering applicant questions about benefits and scheduling adjudication interviews. Home visits, live applicant interviews, and fraud judgment stay with people because they need someone on site and in the room.
Which eligibility interviewer tasks is AI taking over?
Answering applicants' questions about benefits and claim steps scores 75 on exposure and suits chatbots because the answers are routine. Scheduling adjudication interviews also scores 75 and is calendar work. Preparing forms from existing records, scoring 72, is routine data work.
Which eligibility interviewer tasks stay human?
Annual, interim, and special housing reviews with home visits score 18, the lowest exposure, because they need a person on site. Applicant interviews score 35 and need rapport and probing judgment. Fraud investigation scores 45 and depends on a person weighing evidence and intent.
How can eligibility interviewers stay valuable?
Focus on home visits, applicant interviews, and fraud case evidence, since those tasks stay with people. Run recertification interviews over Zoom and verify employer income by phone. Use Microsoft Access and Excel to review payment anomaly alerts before authorizing assistance amounts, and keep case reports in Word accurate for supervisors.
Related jobs
Next steps for eligibility interviewers
Check which roles in your team AI can take on
We map your team's tasks, show what AI can do today and build the automations that pay back first.
Related topics
- Jobs AI can't replaceCement masons score lowest, at 8.
- Jobs most at risk from AIProofreaders score highest, at 76.
- High-paying jobs with low AI exposureRadiologists earn a median $420,860 and score 46.
- Entry-level jobs with low AI exposureCement masons need little prior training and score 8.
- Jobs AI speeds up the mostFor natural sciences managers, AI speeds up 96% of task time.
- AI and jobs in Malta15 iGaming roles graded task by task.
- Skills that keep work humanThe skills to build in the jobs AI changes least.
- Jobs A to ZEvery job we publish, by first letter.
- AI exposure by industryAverage scores for 22 occupation groups.
- Write a CV screening software can readHow applicant tracking systems read a CV, and what to change.
- AI for businessesThe tasks to automate first in each team and industry.
- How we score AI exposureThe grading, the weights and every source.