COOKED
The core task — walking a route to visually record consumption figures and upload them — has already been replaced at scale by advanced metering infrastructure that transmits readings automatically, and the remaining office work (flagging anomalous usage, logging re-reads, printing notices) is exactly the pattern-matching AI does cheaply. The job's one real moat is physical: you still need a person to get into a fenced backyard, a flooded basement, or a rural crawlspace when a meter fails or a tamper is suspected, and that is where surviving headcount is migrating. Employment has been falling for over a decade and the trend line is set by utility capital spending on smart meters, not by AI capability.
Core tasks are already automatable. Reading a dial or encoder register and keying it into a handheld is a data-capture task AMI radios already do every 15 minutes without you, and the desk residue — comparing this cycle's kWh against last year's, tagging high/low reads for re-read, generating disconnect door hangers — is threshold logic, which is why 5 rather than 10.
Some physical or field component. You are outdoors in whatever weather the route gives you, opening meter pits, dealing with dogs, locked gates, snow-covered lids and spider-filled basements, but the destination is a known address with a known meter type and you are not diagnosing or repairing anything, so this sits at 12 rather than the 16+ of a service technician pulling a meter under live voltage.
No licence, no signature requirement. No state licences meter readers; a CDL for a route truck or a utility's internal safety card is the ceiling, and any billing error you record is corrected by the utility's revenue department under tariff rules, not charged to you.
Anonymous artifact production. Customers recognise the uniform and some will trust you enough to unlock a gate, but the reading is a number on their bill, they never asked for you by name, and utilities rotate routes freely — that familiarity is worth a few points, not a relationship.
Executes defined procedures on defined inputs. Your discretion runs to deciding whether a read looks wrong enough to re-read, whether a broken seal or reversed dial warrants a tamper referral, and whether a dog makes the yard unsafe to enter — real calls, but each one is written into the route procedure and escalates to an investigator or supervisor rather than resolving with you.
Has AI actually changed your work?