AI raises risk for HR, billing, and payroll jobs, many held by women

In short: AI tools are increasingly able to do routine office tasks in HR, billing, and payroll, and that could hit middle-class jobs that are often held by women.

What's going on

Researchers and labor agencies say today’s AI is best at work that looks like processing information, following set rules, and making routine choices. That includes tasks common in back-office roles like human resources, billing, and payroll.

In HR, AI is already used for things like scanning résumés, ranking candidates, and answering basic employee questions. Think of it like a faster first pass through a pile of paperwork (the early screening step), which can reduce the need for entry-level and mid-level staff who mainly do that sorting.

Billing and payroll work is also a good target for automation because it involves structured data and repeatable steps, like matching invoices, checking totals, and applying standard policies. Recent research suggests the impact is often about replacing parts of a job, not wiping out the whole job at once. For example, one long-running study of AI use found that when AI can do most of a job’s tasks, employment in that role inside a firm fell around 14% over five years.

Some data already shows declines for younger workers in jobs with high AI exposure. Payroll data research found employment among 22 to 25 year olds in highly exposed roles fell about 6% between late 2022 and mid-2025.

What to watch

These roles are disproportionately held by women, which raises gender equity concerns if hiring slows or career paths narrow. Watch for whether companies use AI mainly to cut staff, or to shift workers into higher-level duties like handling complex cases, resolving conflicts, and checking AI outputs for mistakes.

Source: NYTimes