> ## Documentation Index
> Fetch the complete documentation index at: https://developers.mypilotindex.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Read the pilot against his cohort

> Where the pilot of a grant that holds insights.position stands: his percentile and the cohort's median on six metrics, against the most specific cohort that clears the floor (his country, role and hours band, then wider). It is the answer the pilot reads himself, with the same floors. missing means he never recorded the metric, and insufficient that too few of the cohort did. A publication that has never run answers only schema_version, generated_at and cohort, with status not_ready. A grant that is revoked, unknown or another partner's answers 404 not_found; a grant, or a token, without insights.position is 403 scope_missing. 403 without a reason is a pilot who has no standing to read the Workforce yet, such as one who has not finished onboarding.



## OpenAPI

````yaml /api-reference/partner.yaml get /v1/partner/grants/{grant_id}/workforce-position
openapi: 3.1.0
info:
  title: MyPilotIndex Partner API
  version: 1.0.0
  description: >-
    The API of approved partner applications, such as logbooks, that act for a
    pilot who has granted them access on the MyPilotIndex consent screen. It is
    a separate document from the member API (openapi.yaml): partner routes live
    under /v1/partner/ and are never served to browsers. Authenticate with an
    access token from the identity provider's token endpoint
    (grant_type=client_credentials, scopes partner/<scope>) in the Authorization
    header. Every authenticated answer carries X-RateLimit-Limit and
    X-RateLimit-Remaining, the partner's daily allowance and what is left of it
    (a 401, and a path or method outside this document, carry neither); past the
    allowance the API answers 429 rate_limited with Retry-After. Errors use the
    shared envelope below. The API is additive within v1: new fields and routes
    may appear, existing ones do not change meaning.
servers:
  - url: https://{devApiHost}
    description: >-
      Sandbox on the AWS dev environment, with synthetic pilots. The host is
      issued to the partner with its sandbox credential.
    variables:
      devApiHost:
        default: dev-api.mypilotindex.com
        description: The dev API host given to the partner with the sandbox credential.
security: []
tags:
  - name: Grants
    description: >-
      A pilot connects on MyPilotIndex: the partner sends his browser to the
      consent page
      (https://mypilotindex.com/connect/{slug}?client_id&redirect_uri&scope&state&code_challenge&code_challenge_method=S256),
      the pilot signs in and allows, and the browser returns to the registered
      redirect_uri with code and state (or error=access_denied and state when he
      denies). The partner exchanges the code here for a grant and the pilot's
      pairwise id, which signs the pilot in ("Sign in with MyPilotIndex") and
      names him on every later call. A grant that is revoked, unknown or another
      partner's answers 404 on every route, identically.
  - name: Certificates
    description: >-
      Check a certificate a pilot shows you, such as his MPI Report, by its
      public id. The answer is the public verification's, and the call needs no
      grant.
  - name: Webhooks
    description: >-
      MyPilotIndex tells a partner about its grants by webhook: grant.revoked
      when a grant ends, and ping when the partner asks for a test. The webhook
      URL (https only) and its signing secret are set by MyPilotIndex when the
      partner is approved; the secret is shown once. Each event is a POST of the
      event as JSON (Content-Type application/json) signed in the Standard
      Webhooks scheme: webhook-id (the event id), webhook-timestamp and
      webhook-signature, "v1," and the base64 HMAC-SHA256 of
      "<webhook-id>.<webhook-timestamp>.<body>" under the key the secret carries
      in base64 after its whsec_ prefix, over the exact bytes received. Verify
      the signature, refuse a timestamp more than five minutes from your clock,
      dedupe on webhook-id, and answer any 2xx within 10 seconds. A 5xx, a 408,
      a 429, a redirect (never followed), a timeout or a connection failure is
      retried with growing gaps for about a day (twelve attempts), with the same
      webhook-id and a fresh timestamp and signature. A 4xx other than 408 and
      429 is taken as a refusal and not retried, except for a grant.revoked
      event with reason account_deleted: its grant leaves every list with the
      account, so it cannot be reconciled later, and it is retried within the
      same window on any answer but a 2xx, a 4xx included. A partner that missed
      other events reconciles with GET
      /v1/partner/grants?status=revoked&changed_since=.
  - name: Publishing
    description: >-
      Text a partner publishes: a post or a story as a pilot who granted
      feed.write or stories.write, and a post on the organization page the
      partner is bound to, with org.posts. Text only: no media, no YouTube link,
      no hangar, never anonymous. Every create takes a client_ref, 1 to 64 of
      letters, digits and . _ : - , unique per partner and kind: the same ref
      with the same body answers 200 with the stored id and replayed true,
      whatever the allowance says, so a retry after a lost answer is always
      safe; the same ref with another body, or on another grant, is 409
      client_ref_reused. Bodies are compared after normalizing, so surrounding
      spaces do not make two creates. Text may not carry an @handle or @all,
      because a mention notifies people: 422 mentions_not_allowed. A personal
      e-mail address in the text is 400 personal_contact; a company address is
      fine. Rolling allowances count what was published in the last 24 hours,
      removed or not, on top of the daily allowance of every call: 3 posts and 5
      stories per grant, 10 organization posts per partner; past them 429
      publication_throttled with Retry-After. A partner removes only what it
      created, and on a grant only what it created on that grant: anything else
      is the 404 of a row that does not exist, and so is a row the pilot already
      removed. A removal answers 204, and a create it removed still answers its
      id on a retry, with replayed true. A grant whose pilot may not publish
      right now, because his account is suspended or its deletion is pending,
      answers 404 on these routes as a revoked grant does, for as long as that
      lasts, though it stays active in GET /v1/partner/grants. A partner's posts
      and stories look like the pilot's own: no answer of the member API names
      the partner.
  - name: Jobs
    description: >-
      The active listings of MyPilotIndex, and the jobs of the company a partner
      is bound to. jobs.read and jobs.write are the partner's own scopes:
      MyPilotIndex allows them per partner, on the token alone, and no pilot
      sees them. A job goes live at once, without the review queue, as a
      company's job does: the partner is a company MyPilotIndex approved under a
      data agreement. Publishing needs the binding to a company, which
      MyPilotIndex sets; without one, 403 partner_not_bound. Every create takes
      a client_ref, 1 to 64 of letters, digits and . _ : - , unique per partner:
      the same ref with the same body answers 200 with the stored id and
      replayed true, whatever the allowance says, so a retry after a lost answer
      is always safe; the same ref with another body is 409 client_ref_reused.
      Bodies are compared after normalizing, so member order, surrounding spaces
      and the spelling of a number do not make two creates. A rolling allowance
      counts what was published in the last 24 hours, closed or not, on top of
      the daily allowance of every call: 50 jobs per partner; past it 429
      publication_throttled with Retry-After. A partner changes and closes only
      what it created, while the job's company is the one it is bound to:
      anything else is the 404 of a row that does not exist. Job text carries no
      mention rule and no contact guard: it does not reach the feed.
  - name: Insights
    description: >-
      The Workforce: what the pilots of MyPilotIndex look like as a market, in
      aggregates. insights.read is the partner's own scope, for the six screens;
      insights.position is a pilot's, for one pilot against his cohort. Every
      figure comes through the assembly the member screens use, so the floors
      are the server's: a cohort under the floor answers status insufficient and
      no section, a cell under its floor is suppressed, and a filter that would
      leave too few pilots is dropped, which filters.broadened says. No answer
      carries a count of pilots: a cohort is a band.
paths:
  /v1/partner/grants/{grant_id}/workforce-position:
    get:
      tags:
        - Grants
        - Insights
      summary: Read the pilot against his cohort
      description: >-
        Where the pilot of a grant that holds insights.position stands: his
        percentile and the cohort's median on six metrics, against the most
        specific cohort that clears the floor (his country, role and hours band,
        then wider). It is the answer the pilot reads himself, with the same
        floors. missing means he never recorded the metric, and insufficient
        that too few of the cohort did. A publication that has never run answers
        only schema_version, generated_at and cohort, with status not_ready. A
        grant that is revoked, unknown or another partner's answers 404
        not_found; a grant, or a token, without insights.position is 403
        scope_missing. 403 without a reason is a pilot who has no standing to
        read the Workforce yet, such as one who has not finished onboarding.
      operationId: partners.pilot_workforce_position.v1
      parameters:
        - name: grant_id
          in: path
          required: true
          schema:
            type: string
            format: uuid
      responses:
        '200':
          description: The pilot's position.
          headers:
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/WorkforcePosition'
              example:
                schema_version: 1
                as_of: '2026-11-07'
                generated_at: '2026-11-07T12:00:00Z'
                privacy:
                  cell_floor: 5
                  cohort_floor: 20
                cohort:
                  status: ok
                  keys:
                    country: BR
                    role: first_officer
                  level: 2
                  n_band: 100_249
                metrics:
                  total_hours:
                    status: ok
                    percentile: 65
                    cohort_median: 1500
                  international_hours:
                    status: missing
        '401':
          $ref: '#/components/responses/Error'
        '403':
          description: >-
            forbidden with reason scope_missing; the grant or the token does not
            hold insights.position.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ScopeMissingError'
        '404':
          $ref: '#/components/responses/Error'
        '405':
          $ref: '#/components/responses/Error'
        '429':
          $ref: '#/components/responses/RateLimited'
        '500':
          $ref: '#/components/responses/Error'
        '503':
          $ref: '#/components/responses/Error'
        '504':
          $ref: '#/components/responses/Error'
      security:
        - partnerOAuth:
            - partner/insights.position
components:
  headers:
    RateLimitLimit:
      description: >-
        The partner's daily allowance of calls (1,000 unless agreed otherwise),
        per UTC day.
      schema:
        type: integer
    RateLimitRemaining:
      description: What is left of the allowance after this call.
      schema:
        type: integer
    RetryAfter:
      description: >-
        The HTTP date, in UTC, when the allowance renews (the next UTC
        midnight).
      schema:
        type: string
        example: Thu, 05 Nov 2026 00:00:00 GMT
  schemas:
    WorkforcePosition:
      type: object
      required:
        - schema_version
        - generated_at
        - cohort
      description: One pilot's six metrics against his cohort. It names him nowhere.
      properties:
        schema_version:
          type: integer
        as_of:
          type:
            - string
            - 'null'
          format: date
        generated_at:
          type: string
          format: date-time
        privacy:
          $ref: '#/components/schemas/WorkforcePrivacy'
        cohort:
          type: object
          required:
            - status
          properties:
            status:
              type: string
              enum:
                - ok
                - insufficient
                - not_ready
            keys:
              $ref: '#/components/schemas/WorkforceFilters'
            level:
              type:
                - integer
                - 'null'
              description: >-
                Which rung of the cohort ladder answered, 1 the most specific
                and 4 everyone.
            n_band:
              type:
                - string
                - 'null'
        metrics:
          type: object
          description: >-
            total_hours, pic_hours, score, type_rating_count, years_experience
            and international_hours. percentile and cohort_median appear only
            with status ok.
          additionalProperties:
            type: object
            required:
              - status
            properties:
              status:
                type: string
                enum:
                  - ok
                  - missing
                  - insufficient
              percentile:
                type:
                  - integer
                  - 'null'
              cohort_median:
                type:
                  - number
                  - 'null'
    ScopeMissingError:
      allOf:
        - $ref: '#/components/schemas/Error'
        - type: object
          properties:
            error:
              type: object
              properties:
                reason:
                  type: string
                  enum:
                    - scope_missing
    WorkforcePrivacy:
      type: object
      additionalProperties: false
      required:
        - cell_floor
        - cohort_floor
      description: The floors the answer was measured against.
      properties:
        cell_floor:
          type: integer
        cohort_floor:
          type: integer
    WorkforceFilters:
      type: object
      description: The filters of a read, each by its query name.
      additionalProperties:
        type: string
    Error:
      type: object
      additionalProperties: false
      required:
        - error
      properties:
        error:
          type: object
          additionalProperties: false
          required:
            - code
            - message
            - correlation_id
          properties:
            code:
              type: string
              enum:
                - invalid_request
                - request_too_large
                - unauthenticated
                - not_found
                - conflict
                - unprocessable
                - operation_disabled
                - rate_limited
                - forbidden
                - dependency_unavailable
                - internal
                - deadline_exceeded
                - method_not_allowed
            message:
              type: string
              description: Stable safe English message, never the underlying error text.
            correlation_id:
              type: string
              pattern: ^[a-f0-9]{32}$
            reason:
              type: string
              description: Optional refusal reason from the operation's closed vocabulary.
    RateLimitedError:
      allOf:
        - $ref: '#/components/schemas/Error'
        - type: object
          properties:
            error:
              type: object
              properties:
                reason:
                  type: string
                  enum:
                    - rate_limited
  responses:
    Error:
      description: The shared error envelope.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    RateLimited:
      description: >-
        rate_limited with reason rate_limited, past the partner's daily
        allowance; nothing was done.
      headers:
        Retry-After:
          $ref: '#/components/headers/RetryAfter'
        X-RateLimit-Limit:
          $ref: '#/components/headers/RateLimitLimit'
        X-RateLimit-Remaining:
          $ref: '#/components/headers/RateLimitRemaining'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/RateLimitedError'
  securitySchemes:
    partnerOAuth:
      type: oauth2
      description: >-
        OAuth 2.0 client credentials. Request a token from the token endpoint of
        the identity provider's domain (https://{cognito-domain}/oauth2/token,
        with HTTP Basic client authentication) and send it as a Bearer token.
        Production uses auth.mypilotindex.com. The sandbox uses the dev
        environment's Cognito domain, which is given to the partner with its
        sandbox credential. A token carries only the scopes the partner was
        approved for.
      flows:
        clientCredentials:
          tokenUrl: https://auth.mypilotindex.com/oauth2/token
          scopes:
            partner/profile: Read the pilot's name, photo and username.
            partner/score: Read the pilot's MPI Score and phase.
            partner/hours.read: Read the pilot's flight hours.
            partner/hours.write: Update the pilot's flight hours with the logbook's totals.
            partner/licenses: Read the pilot's licenses, ratings and type ratings.
            partner/applications: Read the pilot's applications to jobs from the partner's company.
            partner/insights.position: Read how the pilot compares with his cohort.
            partner/jobs.match: Read the active jobs that fit the pilot best.
            partner/feed.write: Publish text posts as the pilot.
            partner/stories.write: Publish text stories as the pilot.
            partner/jobs.read: >-
              Read active job listings. MyPilotIndex allows it per partner,
              never a pilot.
            partner/jobs.write: >-
              Publish jobs for the partner's company. MyPilotIndex allows it per
              partner, never a pilot.
            partner/org.posts: >-
              Post on the partner's organization page. MyPilotIndex allows it
              per partner, never a pilot.
            partner/insights.read: >-
              Read Workforce screens. MyPilotIndex allows it per partner, never
              a pilot.

````

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