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Lead Generation

Indeed Job Postings

Indeed job postings as employer leads — which companies are hiring, where, for what and at what pay.

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115 rows in the dataset

Download the dataset

Get every row this scraper has collected as one CSV or JSONL file. If the data is older than maxAgeHours, the scraper is re-run with its configured settings first. The key needs the datasets:export scope.

DOWNLOAD_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/datasets/indeed-jobs/downloads" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{"maxAgeHours":24,"format":"csv"}' | jq -r '.id')while true; do  STATUS=$(curl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY" | jq -r '.status')  [ "$STATUS" != "refreshing" ] && break  sleep 5donecurl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID/file" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -o dataset.csv

At its current 115 rows, this download costs 2 credits when the data is fresh enough, or 4 credits when it has to be refreshed first.

The rate is 1 credit per 100 rows cached and 2 credits live, charged on the rows in the dataset when the download becomes ready. A failed refresh is not charged. The file stays downloadable for 24 hours. See pricing.

Start a run

To choose the targets yourself, send the parameters below as input. The call returns 202 with the run; the key needs the scrapers:run scope and the account a positive credit balance.

curl -X POST "https://api.pandorlabs.com/v1/scrapers/indeed-jobs/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "queries": [        "software engineer"      ],      "locations": [        "Austin, TX",        "New York, NY",        "San Francisco, CA",        "Chicago, IL"      ],      "radiusMiles": 50,      "postedWithinDays": 0    }  }'

A run is billed at the live rate once it finishes: 2 credits per 100 rows it collected. A run that collects nothing costs nothing.

Parameters

Every parameter is optional. Anything you leave out uses the default shown here; an unknown name or an invalid value is rejected with a 400 that lists each problem.

Targeting

  • queries

    string[]

    Search queries

    One walk per query per location. Two queries across four locations is eight walks.

    Default
    ["software engineer"]
    Example
    software engineer
  • locations

    string[]

    Locations

    Anything Indeed’s own location box accepts — a metro, a postal code, a state, or a country.

    Default
    ["Austin, TX","New York, NY","San Francisco, CA","Chicago, IL"]
    Example
    Austin, TX
  • radiusMiles

    number

    Search radius (miles)

    Ignored by Indeed for country-wide locations.

    Default
    50
    Range
    0 to 100
  • postedWithinDays

    number

    Posted within (days)

    Zero means no age filter. A small value is what makes a scheduled run collect only what is new.

    Default
    0
    Range
    0 to 365
  • domain

    enum

    Indeed country site

    Default
    www.indeed.com
    Allowed values
    www.indeed.com
    ca.indeed.com
    uk.indeed.com
    ie.indeed.com
    au.indeed.com
    nz.indeed.com
    de.indeed.com
    fr.indeed.com
    nl.indeed.com
    es.indeed.com
    it.indeed.com
    in.indeed.com
    sg.indeed.com
    za.indeed.com
  • includeSponsored

    boolean

    Include sponsored postings

    A company paying to advertise a role is spending money on hiring, which is the signal this dataset exists for.

    Default
    true

Advanced

  • maxPages

    number

    Pages per query

    Each page is one request and yields roughly forty cards, heavily overlapping the page before it.

    Default
    3
    Range
    1 to 50
  • startPage

    number

    Start at page

    Default
    1
    Range
    1 to 100
  • maxJobs

    number

    Max jobs per run

    Rows persist and re-runs upsert, so a ceiling here bounds one run, not the dataset.

    Default
    5000
    Range
    1 to 100000
  • requestDelayMs

    number

    Delay between requests (ms)

    Indeed blocks on request rate before it blocks on volume. Lowering this is the fastest way to lose an address.

    Default
    1500
    Range
    0 to 60000
Input as JSON Schema

The same schema the API validates against. Use it as a tool input schema or to generate a typed client.

inputSchema
{  "type": "object",  "additionalProperties": false,  "properties": {    "queries": {      "type": "array",      "items": {        "type": "string"      },      "maxItems": 1000,      "title": "Search queries",      "description": "One walk per query per location. Two queries across four locations is eight walks.",      "default": [        "software engineer"      ],      "examples": [        "software engineer"      ]    },    "locations": {      "type": "array",      "items": {        "type": "string"      },      "maxItems": 1000,      "title": "Locations",      "description": "Anything Indeed’s own location box accepts — a metro, a postal code, a state, or a country.",      "default": [        "Austin, TX",        "New York, NY",        "San Francisco, CA",        "Chicago, IL"      ],      "examples": [        "Austin, TX"      ]    },    "radiusMiles": {      "type": "number",      "minimum": 0,      "maximum": 100,      "title": "Search radius (miles)",      "description": "Ignored by Indeed for country-wide locations.",      "default": 50    },    "postedWithinDays": {      "type": "number",      "minimum": 0,      "maximum": 365,      "title": "Posted within (days)",      "description": "Zero means no age filter. A small value is what makes a scheduled run collect only what is new.",      "default": 0    },    "domain": {      "type": "string",      "enum": [        "www.indeed.com",        "ca.indeed.com",        "uk.indeed.com",        "ie.indeed.com",        "au.indeed.com",        "nz.indeed.com",        "de.indeed.com",        "fr.indeed.com",        "nl.indeed.com",        "es.indeed.com",        "it.indeed.com",        "in.indeed.com",        "sg.indeed.com",        "za.indeed.com"      ],      "title": "Indeed country site",      "default": "www.indeed.com"    },    "includeSponsored": {      "type": "boolean",      "title": "Include sponsored postings",      "description": "A company paying to advertise a role is spending money on hiring, which is the signal this dataset exists for.",      "default": true    },    "maxPages": {      "type": "number",      "minimum": 1,      "maximum": 50,      "title": "Pages per query",      "description": "Each page is one request and yields roughly forty cards, heavily overlapping the page before it.",      "default": 3    },    "startPage": {      "type": "number",      "minimum": 1,      "maximum": 100,      "title": "Start at page",      "default": 1    },    "maxJobs": {      "type": "number",      "minimum": 1,      "maximum": 100000,      "title": "Max jobs per run",      "description": "Rows persist and re-runs upsert, so a ceiling here bounds one run, not the dataset.",      "default": 5000    },    "requestDelayMs": {      "type": "number",      "minimum": 0,      "maximum": 60000,      "title": "Delay between requests (ms)",      "description": "Indeed blocks on request rate before it blocks on volume. Lowering this is the fastest way to lose an address.",      "default": 1500    }  }}

Run, poll, read rows

The run is asynchronous. Poll it until it reaches a terminal status and its billing is paid, then page through its rows. Until then the rows endpoint answers 409 (still queued or running) or 402 (payment required).

RUN_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/scrapers/indeed-jobs/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "queries": [        "software engineer"      ],      "locations": [        "Austin, TX",        "New York, NY",        "San Francisco, CA",        "Chicago, IL"      ],      "radiusMiles": 50,      "postedWithinDays": 0    }  }' | jq -r '.id')while true; do  RUN=$(curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID" \    -H "Authorization: Bearer $PANDORLABS_KEY")  STATUS=$(echo "$RUN" | jq -r '.status')  BILLING=$(echo "$RUN" | jq -r '.billing.status')  case "$STATUS" in queued|running) ;; *) [ "$BILLING" != "pending" ] && break ;; esac  sleep 5doneecho "$RUN" | jq '{status, rowCount, billing}'curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID/rows?page=1&limit=100" \  -H "Authorization: Bearer $PANDORLABS_KEY"

See the API reference for pagination, cancelling and listing runs.

Output fields

Rows have no fixed schema; these are the fields observed in the rows collected so far. Coverage is the share of rows where the field is present.

FieldTypeCoverage
benefitsarray77%
citystring96%
companystring100%
company_idstring94%
company_ratingnumber69%
company_review_countnumber69%
countrystring100%
expiredboolean100%
indeed_applyableboolean100%
is_newboolean100%
job_keystring100%
job_typesarray83%
locationstring100%
location_extrasstring37%
normalized_titlestring100%
postal_codestring57%
relative_agestring100%
remoteboolean100%
salary_currencystring83%
salary_maxnumber83%
salary_minnumber83%
salary_periodstring83%
salary_textstring83%
schedulesarray15%
search_locationstring100%
search_querystring100%
snippetstring100%
source_domainstring100%
sponsoredboolean100%
statestring97%
titlestring100%
urgently_hiringboolean100%
created_atdate100%
first_seen_atdate100%
last_seen_atdate100%
posted_atdate100%
source_created_atdate100%
updated_atdate100%
_idstring100%

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