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.
48 roles indexed
- Highly automatable78%
Data Entry
Averaged across 93 postings our engine analyzed.
See the breakdown - Highly automatable76%
Data Entry Clerk
Averaged across 13 postings our engine analyzed.
See the breakdown - Highly automatable69%
Insurance Verification
Averaged across 56 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%
Claims Processing
Averaged across 42 postings our engine analyzed.
See the breakdown - Highly automatable68%
Accounts Payable
Averaged across 79 postings our engine analyzed.
See the breakdown - Highly automatable67%
Accounting Clerk
Averaged across 27 postings our engine analyzed.
See the breakdown - Highly automatable67%
Accounts Receivable / Billing
Averaged across 11 postings our engine analyzed.
See the breakdown - Mixed66%
Medical Billing
Averaged across 42 postings our engine analyzed.
See the breakdown - Mixed65%
Payroll Processing
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed65%
Accounts Receivable
Averaged across 80 postings our engine analyzed.
See the breakdown - Mixed64%
Prior Authorization / Insurance Verification
Averaged across 29 postings our engine analyzed.
See the breakdown - Mixed63%
Order Management
Averaged across 13 postings our engine analyzed.
See the breakdown - Mixed61%
Bookkeeper
Averaged across 17 postings our engine analyzed.
See the breakdown - Mixed61%
Dispatch Coordinator
Averaged across 14 postings our engine analyzed.
See the breakdown - Mixed60%
Medical Records Management
Averaged across 22 postings our engine analyzed.
See the breakdown - Mixed58%
Recruiting Coordination
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed58%
Billing Clerk
Averaged across 18 postings our engine analyzed.
See the breakdown - Mixed57%
Loan Processing
Averaged across 16 postings our engine analyzed.
See the breakdown - Mixed56%
Medical Records Clerk
Averaged across 16 postings our engine analyzed.
See the breakdown - Mixed55%
Purchasing Coordinator
Averaged across 21 postings our engine analyzed.
See the breakdown - Mixed55%
Collections
Averaged across 12 postings our engine analyzed.
See the breakdown - Mixed55%
Accounts Receivable / Collections
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed54%
Referral Coordination
Averaged across 12 postings our engine analyzed.
See the breakdown - Mixed51%
Benefits Administration
Averaged across 25 postings our engine analyzed.
See the breakdown - Mixed50%
Logistics Coordination
Averaged across 39 postings our engine analyzed.
See the breakdown - Mixed50%
Mortgage Loan Processing
Averaged across 25 postings our engine analyzed.
See the breakdown - Mixed45%
Inventory Management
Averaged across 31 postings our engine analyzed.
See the breakdown - Mixed44%
Underwriting Assistant
Averaged across 27 postings our engine analyzed.
See the breakdown - Mixed43%
Recruiting Coordinator
Averaged across 25 postings our engine analyzed.
See the breakdown - Mixed41%
Human Resources Coordinator
Averaged across 10 postings our engine analyzed.
See the breakdown - Mixed41%
Procurement Specialist
Averaged across 14 postings our engine analyzed.
See the breakdown - Mixed41%
Logistics Coordinator
Averaged across 50 postings our engine analyzed.
See the breakdown - Mixed40%
Procurement
Averaged across 45 postings our engine analyzed.
See the breakdown - Mixed39%
HR Coordinator
Averaged across 14 postings our engine analyzed.
See the breakdown - Mixed36%
Contracts Administrator
Averaged across 13 postings our engine analyzed.
See the breakdown - Mixed35%
Inventory Clerk
Averaged across 16 postings our engine analyzed.
See the breakdown - Mixed35%
Inventory Management / Warehouse Operations
Averaged across 15 postings our engine analyzed.
See the breakdown - Mixed34%
Contract Administration
Averaged across 14 postings our engine analyzed.
See the breakdown - Mixed34%
Tax Preparation
Averaged across 69 postings our engine analyzed.
See the breakdown - Mixed34%
Contracts Administration
Averaged across 18 postings our engine analyzed.
See the breakdown - Mostly human33%
Order Processing / Warehouse Operations
Averaged across 18 postings our engine analyzed.
See the breakdown - Mostly human31%
Legal Assistant
Averaged across 29 postings our engine analyzed.
See the breakdown - Mostly human31%
Legal Support / Paralegal
Averaged across 52 postings our engine analyzed.
See the breakdown - Mostly human29%
Commercial Lines Underwriting Assistant
Averaged across 14 postings our engine analyzed.
See the breakdown - Mostly human27%
Litigation Paralegal
Averaged across 13 postings our engine analyzed.
See the breakdown - Mostly human26%
Procurement Management
Averaged across 10 postings our engine analyzed.
See the breakdown