{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/postal-service-mail-carriers/",
  "methodology": "https://cookedindex.com/methodology",
  "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.",
  "scored_at": "2026-08-11",
  "model": "claude-opus-5",
  "occupation": {
    "title": "Postal Service Mail Carriers",
    "soc_code": "43-5052",
    "category": "Office",
    "us_employment": 328820,
    "median_annual_wage": 60550
  },
  "verdict": "EXPOSED",
  "risk_resistance": 49,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 15,
    "embodiment": 18,
    "liability_shield": 3,
    "trust_premium": 8,
    "judgment_accountability": 5
  },
  "reasoning": {
    "task_resistance": "Casing a route, fingering mail into the correct delivery order at each stop, opening screen doors, and locating the right slot on an unmarked triplex are hand-eye tasks that no language model touches; the 15 rather than 18 reflects that scanning, DPS pre-sorting, and DOIS/route-optimization already stripped out the sorting and route-planning work carriers used to do themselves.",
    "embodiment": "Eight hours outdoors on foot in ice, heat advisories, and unshoveled walks, hauling a satchel and parcels, with dog bites and slip-and-fall the leading injury causes — an 18 rather than 20 only because a portion of the route is done seated in an LLV on a fixed path.",
    "liability_shield": "No licence stands between you and the job beyond a state driver's licence and the exam; the Postal Service, not the carrier, answers for lost or misdelivered mail, and 18 U.S.C. § 1703 penalties fall on individual misconduct rather than granting any protected scope of practice.",
    "trust_premium": "Regular customers know their carrier by name, and on long-held routes you notice the mail piling up at an elderly patron's door or know which package to hide from the street — but the delivery itself is fungible, CCAs and holdowns cover the route without complaint, and 8 marks a relationship that is real but not the reason the service is bought.",
    "judgment_accountability": "Almost every decision is scripted — endorsement rules for UAA mail, scan-event requirements, forwarding orders, when a certified item needs a PS Form 3849 — and the discretionary calls left to you (whether a walk is too icy to attempt, whether to leave a parcel visible) are low-stakes and covered by supervisor instruction."
  },
  "rationale": "Walking a route, climbing porch steps, navigating snow and loose dogs, and hand-sorting a case of mail are not text-and-screen tasks — language AI does nothing to them, and delivery robotics remains far from handling an unimproved suburban front walk. The real threat to this job is not AI but structural: falling letter volume, route consolidation, delivery-day changes, and route optimization software that squeezes more stops into fewer carriers. Rural and city carrier work differ, but the modal worker is a route-based deliverer whose physical labor is safe while the number of routes is not.",
  "outlook": "The work itself stays human for the next decade, but expect fewer routes, longer routes, more packages and fewer letters, and slower hiring as USPS restructures delivery around parcels.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "embodiment",
        "change": "No new law needed: the last-100-feet problem is the binding constraint. If autonomous delivery vans get approved for line-haul and relay routes (USPS already runs pilots of route-optimized dynamic routing), the residual carrier job concentrates in exactly the unimproved-walk, stairs, apartment-lobby, and dog-risk stops robotics cannot serve — the surviving task mix is more physical, not less. This is a ceiling effect at 18-20, not much headroom.",
        "plausibility": "already happening",
        "would_add": 2
      },
      {
        "dimension": "liability_shield",
        "change": "Statutory or regulatory requirement that a sworn postal employee — not a contractor or machine — personally handle specific mail classes: certified mail, registered mail, restricted-delivery, and especially mail-in ballots. Several state election codes and the 2020-24 wave of mail-ballot chain-of-custody bills already specify handling by USPS employees; an explicit federal rule barring non-employee or automated handling of ballot and registered mail, or an expanded Sec. 1703 mail-obstruction enforcement standard, would attach a named accountable human to a protected share of volume.",
        "plausibility": "plausible",
        "would_add": 4
      },
      {
        "dimension": "trust_premium",
        "change": "Not a consumer-willingness-to-pay lever — USPS pricing is set by the PRC, not by buyers choosing a human. The realistic analogue is political: the Universal Service Obligation and six-day delivery riders that Congress has attached to every appropriations bill since 1983, plus statutory rural-route protection. If the six-day rider and USO are codified in permanent law rather than annual riders, the route count (the actual threat) becomes harder to consolidate. This protects headcount without any real human premium existing.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Formal expansion of the carrier's role as a mandated observer: Carrier Alert programs (NALC/agency-on-aging partnerships already exist in some districts) becoming a funded national requirement, or carriers being designated reporters for elder welfare checks and vacancy/address-fraud determinations. Each of these puts a consequential call under ambiguity — is this house abandoned, is this resident in distress, is this address a fraud vector — on the carrier's signature.",
        "plausibility": "plausible",
        "would_add": 3
      }
    ],
    "ceiling_note": "The scoring framework barely touches this job's real risk. Nothing above defends against the actual mechanism of loss: declining letter volume, delivery-day reduction, and route consolidation under Delivering for America. A carrier can be maximally embodied, legally required, and trusted, and still be gone because the route was merged. The levers that matter here are route-count levers — appropriations riders, USO codification, NALC contract language on route inspections and Article 12 excessing — not AI-capability levers."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2017,
        "emp": 336900,
        "wage": 57000
      },
      {
        "y": 2018,
        "emp": 342410,
        "wage": 55210
      },
      {
        "y": 2019,
        "emp": 339650,
        "wage": 51310
      },
      {
        "y": 2020,
        "emp": 333570,
        "wage": 51080
      },
      {
        "y": 2021,
        "emp": 335540,
        "wage": 52440
      },
      {
        "y": 2022,
        "emp": 326760,
        "wage": 54250
      },
      {
        "y": 2023,
        "emp": 331600,
        "wage": 56330
      },
      {
        "y": 2024,
        "emp": 336040,
        "wage": 57490
      },
      {
        "y": 2025,
        "emp": 328820,
        "wage": 60550
      }
    ],
    "from": 2017,
    "to": 2025,
    "change_pct": -2.4,
    "comparable_from": 2019,
    "spans_soc_revision": true
  },
  "pivots": [],
  "license": "https://cookedindex.com/terms"
}