JobsPipe · Schema

LiveFetchResponse

CompanyJobDataHiringJobsAPI

Properties

Name Type Description
data array The jobs fetched, each the same Job object job search returns. Fields that need a posting's history are null on a live job: closed_at, closed_reason and ghost_score among them. technologies is never p
metadata object
errors array Problems that did not fail the call, e.g. { "code": "board_not_found" } with an empty data.
View JSON Schema on GitHub

JSON Schema

jobspipe-live-fetch-response-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://artifacts.apis.io/jobspipe/json-schema/jobspipe-live-fetch-response-schema.json",
  "title": "LiveFetchResponse",
  "x-generated": "2026-11-10",
  "x-method": "derived",
  "x-generator": "derive-json-schema.py",
  "x-source": "openapi/jobspipe-live-api-openapi.yml#/components/schemas/LiveFetchResponse",
  "type": "object",
  "required": [
    "data",
    "metadata",
    "errors"
  ],
  "properties": {
    "data": {
      "type": "array",
      "items": {
        "$ref": "#/$defs/Job"
      },
      "description": "The jobs fetched, each the same Job object job search returns. Fields that need a posting's history are null on a live job: closed_at, closed_reason and ghost_score among them. technologies is never present."
    },
    "metadata": {
      "type": "object",
      "required": [
        "source",
        "board",
        "returned",
        "next_cursor"
      ],
      "properties": {
        "source": {
          "type": "string"
        },
        "board": {
          "type": [
            "string",
            "null"
          ],
          "description": "The board's slug as the source knows it; null for a search."
        },
        "returned": {
          "type": "integer",
          "description": "How many jobs are in data."
        },
        "next_cursor": {
          "type": [
            "string",
            "null"
          ],
          "description": "Non-null when there is more: send it back as cursor, with the same body, for the next part. null when done."
        }
      }
    },
    "errors": {
      "type": "array",
      "description": "Problems that did not fail the call, e.g. { \"code\": \"board_not_found\" } with an empty data.",
      "items": {
        "type": "object",
        "required": [
          "code"
        ],
        "properties": {
          "code": {
            "type": "string"
          },
          "message": {
            "type": "string"
          }
        }
      }
    }
  },
  "$defs": {
    "CompanyObject": {
      "type": "object",
      "description": "Structured details about the hiring company. Every field is independently optional.",
      "properties": {
        "name": {
          "type": [
            "string",
            "null"
          ]
        },
        "domain": {
          "type": [
            "string",
            "null"
          ],
          "description": "Bare website host, e.g. stripe.com."
        },
        "url": {
          "type": [
            "string",
            "null"
          ],
          "description": "Company website."
        },
        "logo": {
          "type": [
            "string",
            "null"
          ]
        },
        "employee_count": {
          "type": [
            "integer",
            "null"
          ],
          "description": "Headcount from the company's public profile or, failing that, from the employer's business record, which may be an estimate."
        },
        "employee_count_min": {
          "type": [
            "integer",
            "null"
          ],
          "description": "Lower bound on headcount, when only a size band is known (e.g. 10000 for a \"10,000+\" company). Present for many companies that have no exact count."
        },
        "linkedin_url": {
          "type": [
            "string",
            "null"
          ]
        },
        "description": {
          "type": [
            "string",
            "null"
          ]
        },
        "location": {
          "type": [
            "object",
            "null"
          ],
          "description": "Company headquarters.",
          "properties": {
            "street": {
              "type": [
                "string",
                "null"
              ]
            },
            "city": {
              "type": [
                "string",
                "null"
              ]
            },
            "region": {
              "type": [
                "string",
                "null"
              ]
            },
            "postal_code": {
              "type": [
                "string",
                "null"
              ]
            },
            "country": {
              "type": [
                "string",
                "null"
              ]
            }
          }
        },
        "founded": {
          "type": [
            "string",
            "null"
          ],
          "description": "Year the company was founded, where known."
        },
        "intelligence": {
          "type": [
            "object",
            "null"
          ],
          "description": "Revenue, legal identity and entity type of the employer, resolved for the posting's company in the posting's country. Null when no record exists or the record holds no finding, and always null on GET /v1/companies/{key}, which has no posting country to resolve against. Every field inside is independently null when it is not known.",
          "properties": {
            "revenue_usd": {
              "type": [
                "number",
                "null"
              ],
              "description": "Most recent known annual revenue, converted to US dollars. Null when no figure is known."
            },
            "revenue_year": {
              "type": [
                "integer",
                "null"
              ],
              "description": "Fiscal year the revenue figure refers to."
            },
            "revenue_source": {
              "type": [
                "string",
                "null"
              ],
              "enum": [
                "filing",
                "directory",
                null
              ],
              "description": "Where the revenue figure came from: filing = the company's statutory accounts or a securities filing; directory = any other source, such as a company directory."
            },
            "revenue_confidence": {
              "type": [
                "string",
                "null"
              ],
              "enum": [
                "filed",
                "reported",
                "band",
                "derived",
                "extracted",
                null
              ],
              "description": "How the revenue figure was obtained, strongest first: filed = taken from the company's statutory accounts; reported = stated by the company itself; band = only an estimated range is known; revenue_usd is a representative figure within it; derived = estimated from funding or valuation; extracted = read from public text about the company."
            },
            "entity_kind": {
              "type": [
                "string",
                "null"
              ],
              "description": "What kind of organisation the employer is: company, branch, public_sector or staffing_agency."
            },
            "founded_year": {
              "type": [
                "integer",
                "null"
              ],
              "description": "Year the legal entity was founded or registered."
            },
            "headcount": {
              "type": [
                "integer",
                "null"
              ],
              "description": "Employee count as filed, registered or listed in a company directory. Can differ from employee_count, which comes from the company's public profile."
            },
            "industry": {
              "type": [
                "string",
                "null"
              ],
              "description": "Industry as recorded for the legal entity or, where no record exists, the industry a company directory lists."
            },
            "hq_region": {
              "type": [
                "string",
                "null"
              ],
              "description": "Region or state of the employer's headquarters, as written by the source (for example California), when known."
            },
            "hq_city": {
              "type": [
                "string",
                "null"
              ],
              "description": "City of the employer's headquarters, when known."
            },
            "revenue_low_usd": {
              "type": [
                "number",
                "null"
              ],
              "description": "Lower bound of the revenue, in US dollars: the range behind the figure when the source gave one; null otherwise."
            },
            "revenue_high_usd": {
              "type": [
                "number",
                "null"
              ],
              "description": "Upper bound of the revenue, in US dollars: the range behind the figure when the source gave one; null otherwise."
            },
            "headcount_low": {
              "type": [
                "integer",
                "null"
              ],
              "description": "Lower bound of the headcount: the range behind the figure when the source gave one; null otherwise."
            },
            "headcount_high": {
              "type": [
                "integer",
                "null"
              ],
              "description": "Upper bound of the headcount: the range behind the figure when the source gave one; null otherwise."
            },
            "lei": {
              "type": [
                "string",
                "null"
              ],
              "description": "The company's Legal Entity Identifier (ISO 17442), 20 characters. Null when we have not identified the company's legal entity."
            },
            "legal_name": {
              "type": [
                "string",
                "null"
              ],
              "description": "The registered legal name of the entity `lei` identifies. Null when `lei` is null."
            },
            "group_lei": {
              "type": [
                "string",
                "null"
              ],
              "description": "The LEI of the corporate group the company belongs to: its ultimate parent, or its direct parent when no ultimate parent is recorded. Null when the company has no recorded parent, or when `lei` is null. Can equal `lei` when the company heads its own group."
            },
            "group_name": {
              "type": [
                "string",
                "null"
              ],
              "description": "The registered legal name of the entity `group_lei` identifies. Null when `group_lei` is null."
            }
          }
        }
      }
    },
    "Job": {
      "type": "object",
      "description": "A normalized job posting.",
      "properties": {
        "id": {
          "type": [
            "string",
            "number"
          ],
          "description": "The posting's ID on the source JobsPipe attributes it to, so its format varies (a number, a UUID, a hex string): treat it as an opaque string. Stable for the same posting over time, so store it and look the posting up by it. Postings are matched across sources by employer, title and country: a role listed on several boards under one employer is returned once per city, under this one ID. A lookup by job_ids with another board's own ID returns that board's copy, with its own id and source_url. When boards name the employer differently, each copy is its own record with its own ID."
        },
        "job_title": {
          "type": "string"
        },
        "normalized_title": {
          "type": [
            "string",
            "null"
          ],
          "description": "Canonical form of the title, assigned by the same title classifier that fills occupation_code. Null until the title has been classified."
        },
        "company": {
          "type": "string"
        },
        "company_domain": {
          "type": [
            "string",
            "null"
          ],
          "description": "Hiring company's website domain, for CRM and account matching. Resolved from the company name where a source did not supply one."
        },
        "company_object": {
          "anyOf": [
            {
              "$ref": "#/$defs/CompanyObject"
            },
            {
              "type": "null"
            }
          ],
          "description": "Structured company details, or null when nothing beyond the name is known. Fields are independently optional: coverage depends on which source resolved the company."
        },
        "employer_type": {
          "type": "string",
          "description": "Who posted the job: \"employer\" (hires for itself), \"agency\" (staffing or recruitment firm posting for a client) or \"broker\" (job board republishing another company's listing). Defaults to \"employer\" where the company has not been classified."
        },
        "location": {
          "type": [
            "string",
            "null"
          ]
        },
        "short_location": {
          "type": [
            "string",
            "null"
          ],
          "description": "Identical to location: JobsPipe publishes the board's own location string in location, short_location and long_location. The parsed parts are in cities, state_code, country_code and postal_code."
        },
        "long_location": {
          "type": [
            "string",
            "null"
          ],
          "description": "The same raw location string as location, under the same rules as short_location."
        },
        "country_code": {
          "type": [
            "string",
            "null"
          ]
        },
        "country": {
          "type": [
            "string",
            "null"
          ],
          "description": "Country name for country_code, e.g. United States. Derived from the code, which sources publish far more often than the name."
        },
        "countries": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "country as a single-element array, empty when the country is unknown. Only the posting's primary location is published, so it never holds more than one element."
        },
        "country_codes": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "country_code as a single-element array, empty when the country is unknown. Only the posting's primary location is published, so it never holds more than one element."
        },
        "continents": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Continent for country_code as a single-element array, e.g. [\"Europe\"]. Empty when the country is unknown."
        },
        "latitude": {
          "type": [
            "number",
            "null"
          ],
          "description": "Latitude of the job's location: the posting's own coordinates when the job board published them. City-centre coordinates are being switched on, and as they are, a posting whose city is known is filled from the centre of that city instead. Read coordinates_source to tell the two apart. Null when there are none."
        },
        "longitude": {
          "type": [
            "number",
            "null"
          ],
          "description": "Longitude of the job's location, under the same rules as latitude."
        },
        "coordinates_source": {
          "type": [
            "string",
            "null"
          ],
          "enum": [
            "source",
            "city_centroid",
            null
          ],
          "description": "Where latitude and longitude come from. \"source\": the job board published them for this posting. \"city_centroid\": the centre of the posting's city, not the employer's address, so do not treat it as a precise location. Null when there are no coordinates."
        },
        "postal_code": {
          "type": [
            "string",
            "null"
          ],
          "description": "Postal code of the job's location, when the source published one. Distinct from company_object.location.postal_code, which is the employer's headquarters."
        },
        "state_code": {
          "type": [
            "string",
            "null"
          ],
          "description": "Region or state of the job's location, as the source published it (e.g. WA, or a spelled-out region). Not guaranteed to be a two-letter code."
        },
        "cities": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "The job's city as a single-element array, empty when the source published no city."
        },
        "remote": {
          "type": [
            "boolean",
            "null"
          ]
        },
        "hybrid": {
          "type": [
            "boolean",
            "null"
          ],
          "description": "True when work_arrangement is hybrid, false when it is remote or onsite, null when the arrangement is unknown. Never false on a guess."
        },
        "seniority": {
          "type": [
            "string",
            "null"
          ]
        },
        "employment_statuses": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "The job's employment type as a single-element array: full_time, part_time, contract, temporary or internship. Empty when the posting does not state one. Note the underscored spelling; the employment_type_or filter takes the hyphenated form."
        },
        "date_posted": {
          "type": [
            "string",
            "null"
          ],
          "description": "When the job was posted, normalised: a source date before 2015 or in the future, or no source date at all, is replaced by the date JobsPipe first saw the posting, so it is always the value the posted_at_* filters and the sort use. The source's unmodified date is not exposed."
        },
        "discovered_at": {
          "type": [
            "string",
            "null"
          ],
          "format": "date-time",
          "description": "When JobsPipe first saw the posting, which can be well before it became searchable. Poll with delta_cursor to fetch only what is new since your last run."
        },
        "status": {
          "type": "string",
          "description": "Lifecycle state: active or closed. Postings no status recheck has reached yet report active."
        },
        "closed_at": {
          "type": [
            "string",
            "null"
          ],
          "description": "When the posting was closed, as YYYY-MM-DD HH:MM:SS in UTC (a space separator, not the RFC 3339 T). Null while the job is active."
        },
        "closed_reason": {
          "type": [
            "string",
            "null"
          ],
          "description": "Why the posting closed: closed (the source said so), gone (the posting disappeared) or stale (unseen long enough to be treated as closed). Null while the job is active."
        },
        "has_blurred_data": {
          "type": "boolean",
          "description": "DEPRECATED. Always false: preview mode has been removed and every record is returned unmasked."
        },
        "url": {
          "type": [
            "string",
            "null"
          ],
          "description": "Link to the posting."
        },
        "source_url": {
          "type": [
            "string",
            "null"
          ],
          "description": "The posting's URL on the first entry of sources, falling back to url. See sources for every board it was seen on."
        },
        "final_url": {
          "type": [
            "string",
            "null"
          ],
          "description": "Always null: JobsPipe does not resolve apply-link redirects."
        },
        "salary_string": {
          "type": [
            "string",
            "null"
          ],
          "description": "The pay as written in the posting, e.g. \"$120K - $150K a year\" or \"$45 an hour\". Present only when the posting states pay; null otherwise. Roughly a quarter of postings disclose pay."
        },
        "salary_currency": {
          "type": [
            "string",
            "null"
          ],
          "description": "ISO 4217 currency code of the salary, e.g. USD, GBP, EUR."
        },
        "min_annual_salary": {
          "type": [
            "integer",
            "null"
          ],
          "description": "Minimum pay annualized to a yearly figure in the original currency. Hourly, daily, weekly and monthly rates are scaled to a year; salary_string preserves the original."
        },
        "max_annual_salary": {
          "type": [
            "integer",
            "null"
          ],
          "description": "Maximum pay annualized to a yearly figure in the original currency."
        },
        "min_annual_salary_usd": {
          "type": [
            "integer",
            "null"
          ],
          "description": "min_annual_salary converted to USD. Non-USD pay is converted through a pinned ECB exchange-rate snapshot rather than a live rate, so the same posting always converts to the same figure. Null when the posting discloses no pay or no rate exists for its currency."
        },
        "max_annual_salary_usd": {
          "type": [
            "integer",
            "null"
          ],
          "description": "max_annual_salary converted to USD, under the same rules as min_annual_salary_usd."
        },
        "avg_annual_salary_usd": {
          "type": [
            "integer",
            "null"
          ],
          "description": "Midpoint of min_annual_salary_usd and max_annual_salary_usd, rounded. When only one of the two is known, that value; null when neither is."
        },
        "keyword_slugs": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Skill slugs extracted from the title and description against a curated lexicon, e.g. python, kubernetes, financial-modeling."
        },
        "technology_slugs": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "The older, ungraded technology list, kept for compatibility; prefer technologies. Named technologies: languages, frameworks, products, tools and platforms, plus named standards and certifications (e.g. python, snowflake, soc2). Broader skills and concepts such as ci/cd or machine-learning appear only in keyword_slugs."
        },
        "technologies": {
          "type": "array",
          "items": {
            "$ref": "#/$defs/JobTechnology"
          },
          "description": "Beta. Technologies the posting names, graded by strength and confidence. Present only when the request set include_technologies, and then on every job; empty until the posting has been extracted or while the feature is off. Costs 1 extra credit per job that names at least one, once per job per calendar month. Sorted required, preferred, mentioned; then confidence high to low; then name."
        },
        "occupation_code": {
          "type": [
            "string",
            "null"
          ],
          "description": "ISCO-08 unit group of the role (4-digit), e.g. 2512 = Software Developers."
        },
        "occupation_label": {
          "type": [
            "string",
            "null"
          ],
          "description": "Human-readable ISCO-08 unit group label."
        },
        "isic_division": {
          "type": [
            "string",
            "null"
          ],
          "description": "ISIC Rev.4 industry division of the employer (2-digit), e.g. 62 = Computer programming and consultancy."
        },
        "isic_division_label": {
          "type": [
            "string",
            "null"
          ],
          "description": "Human-readable ISIC Rev.4 division label."
        },
        "description": {
          "type": [
            "string",
            "null"
          ],
          "description": "Full text of the posting as published by the source."
        },
        "easy_apply": {
          "type": [
            "boolean",
            "null"
          ],
          "description": "Always null: JobsPipe does not detect one-click apply."
        },
        "hiring_team": {
          "type": "array",
          "items": {},
          "description": "Always empty: JobsPipe does not publish named recruiter contacts."
        },
        "reposted": {
          "type": "boolean",
          "description": "True when LinkedIn re-listed this posting after JobsPipe first saw it: the same LinkedIn job, with a listed date at least two calendar days (UTC) later than discovered_at, collected within a day of that date. False otherwise, which includes every other source, a posting LinkedIn gave no date for, and a re-listing JobsPipe did not collect, so false does not prove a posting was never reposted."
        },
        "date_reposted": {
          "type": [
            "string",
            "null"
          ],
          "description": "The newest listed date when reposted is true, the same value as date_posted; discovered_at keeps when JobsPipe first saw the posting. Null when reposted is false."
        },
        "matching_phrases": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Always empty."
        },
        "matching_words": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Always empty, under the same rules as matching_phrases."
        },
        "work_arrangement": {
          "type": [
            "string",
            "null"
          ],
          "description": "How the role is worked: remote, hybrid or onsite. Null when the posting does not say. Finer than remote, which answers false for hybrid and onsite alike; filter on it with work_arrangement_or."
        },
        "is_manager": {
          "type": [
            "boolean",
            "null"
          ],
          "description": "Whether the role manages people. seniority maps our lead bucket to \"director\", which files staff and principal individual contributors under a title that reads as people management; this field tells them apart. Null until the title has been classified."
        },
        "job_function": {
          "type": [
            "string",
            "null"
          ],
          "description": "Coarse function of the role, from a closed vocabulary: Engineering, Data & Analytics, Product, Design, IT & Security, Sales, Marketing, Customer Support, Operations, Finance & Accounting, Legal, Human Resources, Healthcare, Education, Science & Research, Manufacturing, Logistics & Supply Chain, Construction & Trades, Hospitality & Food, Retail, Transport, Security & Protective, Administration, Executive. Null until the title has been classified."
        },
        "last_seen_at": {
          "type": [
            "string",
            "null"
          ],
          "description": "When JobsPipe last saw the posting live, on a collection run or a recheck, as YYYY-MM-DD HH:MM:SS in UTC (a space separator, not the RFC 3339 T). Usually null once the posting is closed."
        },
        "verified_at": {
          "type": [
            "string",
            "null"
          ],
          "description": "When JobsPipe last updated the posting's status (a collection run, a recheck or a close), as YYYY-MM-DD HH:MM:SS in UTC (a space separator, not the RFC 3339 T). To tell whether a posting is open, read status."
        },
        "sources": {
          "type": "array",
          "items": {
            "$ref": "#/$defs/JobSource"
          },
          "description": "Every source this posting was seen on. Normally one entry: the board the posting is attributed to, whose ID is id. Other boards' copies of the same role are their own postings, so this does not list every board a role appears on. Empty when no source entry was stored."
        },
        "work_arrangement_source": {
          "type": [
            "string",
            "null"
          ],
          "description": "How work_arrangement was decided: \"source\" (declared by the job board) or \"text\" (parsed from the description)."
        },
        "visa_sponsorship": {
          "type": [
            "string",
            "null"
          ],
          "description": "Visa stance parsed from the posting: \"offers\", \"no\" or \"citizenship_required\". Null where the posting says nothing."
        },
        "benefits": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Benefit slugs from structured source data. Empty where the source exposes none."
        },
        "salary_source": {
          "type": [
            "string",
            "null"
          ],
          "description": "Where the salary came from: \"source\" (structured data from the board) or \"description\" (parsed from the posting text)."
        },
        "salary_type": {
          "type": [
            "string",
            "null"
          ],
          "description": "\"observed\" when the posting itself carries pay, \"estimated\" when only the corpus benchmark does, null when neither."
        },
        "estimated_min_annual_salary_usd": {
          "type": [
            "number",
            "null"
          ],
          "description": "25th-percentile annual USD pay for this occupation and location, from public salary statistics. A benchmark, not the employer's posted pay; published beside any observed salary."
        },
        "estimated_avg_annual_salary_usd": {
          "type": [
            "number",
            "null"
          ],
          "description": "Median benchmark. See estimated_min_annual_salary_usd."
        },
        "estimated_max_annual_salary_usd": {
          "type": [
            "number",
            "null"
          ],
          "description": "75th-percentile benchmark. See estimated_min_annual_salary_usd."
        },
        "expires_at": {
          "type": [
            "string",
            "null"
          ],
          "description": "Application deadline where the source publishes one. Format: YYYY-MM-DD HH:MM:SS (UTC)."
        },
        "applicant_count": {
          "type": [
            "integer",
            "null"
          ],
          "description": "Number of applicants where the source exposes it (LinkedIn)."
        },
        "recruiter_emails": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "Recruiter contact emails parsed from the posting text."
        },
        "listing_type": {
          "type": [
            "string",
            "null"
          ],
          "description": "How the posting was listed where the source exposes it."
        },
        "metro_code": {
          "type": [
            "string",
            "null"
          ],
          "description": "US CBSA metro code resolved from the job's location. Null outside covered metros."
        },
        "metro_label": {
          "type": [
            "string",
            "null"
          ],
          "description": "Metro display name for metro_code, e.g. \"New York-Newark-Jersey City, NY-NJ\"."
        },
        "normalized_city": {
          "type": [
            "string",
            "null"
          ],
          "description": "The city the posting names, in one canonical spelling (\"Munich\" for a posting stored as \"München\", \"London\" for \"London Area\" or \"Mayfair\"). null when the location could not be placed. city_or matches on it."
        },
        "seniority_source": {
          "type": [
            "string",
            "null"
          ],
          "description": "How seniority was decided: \"source\", \"title\" or \"onet_prior\" (occupation-level prior)."
        },
        "esco_skills": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "label": {
                "type": [
                  "string",
                  "null"
                ]
              }
            }
          },
          "description": "ESCO skill concepts for this job's extracted skills, as stable id/label pairs."
        },
        "ghost_score": {
          "type": [
            "number",
            "null"
          ],
          "description": "0-100 likelihood the posting is stale or evergreen rather than a live vacancy, from repost cadence, tenure and content signals. Null until scored."
        },
        "langu

# --- truncated at 32 KB (35 KB total) ---
# Full source: https://artifacts.apis.io/jobspipe/json-schema/jobspipe-live-fetch-response-schema.json

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