Automation Index
Which back-office roles are most automatable?
Our engine reads real job postings and groups them by role. For each role we publish the averaged automatability score, the spend you could plausibly recover, and the tools those postings keep asking for. Real data from postings we analyze — no borrowed statistics, no hype.
40 roles indexed
- Highly automatable77%
Data Entry
Averaged across 74 postings our engine analyzed.
See the breakdown - Highly automatable76%
Data Entry Clerk
Averaged across 12 postings our engine analyzed.
See the breakdown - Highly automatable69%
Insurance Verification
Averaged across 40 postings our engine analyzed.
See the breakdown - Highly automatable69%
Order Processing / Fulfillment
Averaged across 10 postings our engine analyzed.
See the breakdown - Highly automatable69%
Order Processing
Averaged across 14 postings our engine analyzed.
See the breakdown - Highly automatable68%
Accounts Payable
Averaged across 63 postings our engine analyzed.
See the breakdown - Highly automatable67%
Medical Billing
Averaged across 27 postings our engine analyzed.
See the breakdown - Highly automatable67%
Claims Processing
Averaged across 27 postings our engine analyzed.
See the breakdown - Mixed66%
Accounting Clerk
Averaged across 22 postings our engine analyzed.
See the breakdown - Mixed65%
Accounts Receivable
Averaged across 60 postings our engine analyzed.
See the breakdown - Mixed64%
Prior Authorization / Insurance Verification
Averaged across 23 postings our engine analyzed.
See the breakdown - Mixed63%
Order Management
Averaged across 13 postings our engine analyzed.
See the breakdown - Mixed62%
Dispatch Coordinator
Averaged across 13 postings our engine analyzed.
See the breakdown - Mixed60%
Bookkeeper
Averaged across 13 postings our engine analyzed.
See the breakdown - Mixed59%
Medical Records Management
Averaged across 16 postings our engine analyzed.
See the breakdown - Mixed57%
Loan Processing
Averaged across 15 postings our engine analyzed.
See the breakdown - Mixed56%
Billing Clerk
Averaged across 15 postings our engine analyzed.
See the breakdown - Mixed55%
Purchasing Coordinator
Averaged across 15 postings our engine analyzed.
See the breakdown - Mixed55%
Medical Records Clerk
Averaged across 12 postings our engine analyzed.
See the breakdown - Mixed54%
Referral Coordination
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed53%
Benefits Administration
Averaged across 14 postings our engine analyzed.
See the breakdown - Mixed53%
Collections
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed48%
Logistics Coordination
Averaged across 22 postings our engine analyzed.
See the breakdown - Mixed47%
Mortgage Loan Processing
Averaged across 16 postings our engine analyzed.
See the breakdown - Mixed46%
Inventory Management
Averaged across 28 postings our engine analyzed.
See the breakdown - Mixed45%
Underwriting Assistant
Averaged across 23 postings our engine analyzed.
See the breakdown - Mixed43%
Recruiting Coordinator
Averaged across 24 postings our engine analyzed.
See the breakdown - Mixed42%
Procurement Specialist
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed41%
Procurement
Averaged across 37 postings our engine analyzed.
See the breakdown - Mixed41%
Human Resources Coordinator
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed41%
Logistics Coordinator
Averaged across 32 postings our engine analyzed.
See the breakdown - Mixed39%
HR Coordinator
Averaged across 12 postings our engine analyzed.
See the breakdown - Mixed34%
Contract Administration
Averaged across 10 postings our engine analyzed.
See the breakdown - Mostly human33%
Order Processing / Warehouse Operations
Averaged across 17 postings our engine analyzed.
See the breakdown - Mostly human33%
Inventory Clerk
Averaged across 12 postings our engine analyzed.
See the breakdown - Mostly human33%
Tax Preparation
Averaged across 47 postings our engine analyzed.
See the breakdown - Mostly human32%
Legal Support / Paralegal
Averaged across 42 postings our engine analyzed.
See the breakdown - Mostly human32%
Contracts Administration
Averaged across 13 postings our engine analyzed.
See the breakdown - Mostly human31%
Legal Assistant
Averaged across 22 postings our engine analyzed.
See the breakdown - Mostly human27%
Litigation Paralegal
Averaged across 11 postings our engine analyzed.
See the breakdown