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scavio-indeed

核心功能含4个API端点:搜索Indeed职位、获取单条职位全量信息(含原ATS申请链接)、查询雇主档案、读取员工评价。典型场景为招聘人才、劳动力市场调研、搭建招聘情报管道。需配置Scavio API密钥,每个请求消耗2 credits,输入为指定参数,输出为结构化JSON,支持多语言SDK调用。

scavio-ai
scavio-ai
热度 22.16
最近更新 2026-08-19 00:43:35
分类:搜索依赖:第三方 API应用场景:job-search / recruiting / company-research / talent-intelligence ...

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add scavio-indeed
Metadata
name
scavio-indeed
description
Search Indeed job postings, pull one posting in full with its original ATS link, and read employer profiles and employee reviews. 4 endpoints, 2 credits each, structured JSON for recruiting and labour-market research.
version
1.0.0
tags
indeed, jobs, job-search, job-postings, recruiting, hiring, talent-intelligence, labor-market, salary-data, employer-reviews, ats, hr-tech, company-research, agents, structured-data, json, ai-agents, scraping-api
metadata
{"openclaw":{"requires":{"env":["SCAVIO_API_KEY"]},"primaryEnv":"SCAVIO_API_KEY","timeout":120,"throttle":1,"emoji":"📋","homepage":"https://scavio.dev/docs/indeed-search"}}

Indeed via Scavio

Search Indeed job postings, read one posting in full, and pull an employer's profile and employee reviews. All endpoints return structured JSON.

When to trigger

Use this skill when the user asks to:

  • Find job postings by keyword, location, radius, job type, posting age or remote status
  • List every posting in a metro, with or without a keyword
  • Read one posting in full - description text and HTML, structured salary, benefits, geocoded address, applicant count, the original ATS link
  • Look up an employer's profile - industry, HQ, size, revenue, CEO approval, ratings, reported salaries, open roles
  • Read employee reviews with per-category ratings, pros and cons
  • Build hiring-signal, talent-intelligence or labour-market pipelines

Setup

Get a free API key at scavio.dev (50 free credits to get started, no card required):

export SCAVIO_API_KEY=sk_live_your_key

Every request is a POST with a JSON body and:

Authorization: Bearer $SCAVIO_API_KEY

Endpoints

Base URL: https://api.scavio.dev. Every Indeed endpoint costs 2 credits.

Endpoint Credits What it returns
POST /api/v1/indeed/search 2 Job postings: title, employer, rating, location, salary range, job type, benefits, posting age, apply route
POST /api/v1/indeed/job 2 One posting in full: description text and HTML, structured salary, employment types, benefits, geocoded address, applicant count, original ATS link
POST /api/v1/indeed/company 2 Employer profile: description, industry, HQ, size, revenue, CEO approval, per-category ratings, reported salaries, open roles, locations
POST /api/v1/indeed/company/reviews 2 Employee reviews with per-category ratings, pros/cons, reviewer job title and location, plus aggregated sentiment and topic/location/title breakdowns

Workflow

  1. Find postings: call /indeed/search with query, location, or both. A location-only search is valid - it returns every posting in that metro.
  2. One posting: call /indeed/job with job_id - the 16-hex job key, or any indeed.com URL carrying jk= (/viewjob, /rc/clk, /pagead/clk).
  3. The employer: call /indeed/company with the indeed.com/cmp/<slug> slug or a full profile URL. Slugs are untidy - Tata-Consultancy-Services-(tcs) is a real one, so copy it rather than constructing it.
  4. Employee reviews: call /indeed/company/reviews with the same company value.

The three closed filters, and why they matter

Indeed does not reject a filter value it does not recognise - it ignores it and serves the unfiltered set under a 200, which you still pay for.

  • radius is one of 0, 5, 10, 15, 25, 35, 50, 100 miles. Ask for 7 miles and Indeed bills you for a search covering fifty. Indeed's own default is 50.
  • max_age_days is one of 1, 3, 7, 14.
  • min_salary filters on Indeed's own ESTIMATE for the role, not on a posted figure. Postings that publish no salary at all still match. Never tell the user a result set is "jobs paying at least $X" - it is "roles Indeed estimates at $X or more".

Pagination

  • /search takes a 1-based page that steps in Indeed's ten-result offsets (page 2 starts at result 10). Read count for what the page actually returned, total_results for Indeed's headline count, and unique_results for its de-duplicated figure.
  • /company/reviews takes a 1-based page at 20 reviews per page.
  • /job and /company return a single object and take no paging parameter.

Parameters

Search (/search)

Parameter Type Default Description
query string one of Keyword (1-500 chars)
location string one of City+state, postal code, state, country or Remote (1-200 chars). Usable without a query
page integer -- 1-based, ten-result offsets
radius integer 50 Miles. Only 0, 5, 10, 15, 25, 35, 50, 100
max_age_days integer -- Only 1, 3, 7, 14
job_type string -- full_time, part_time, contract, temporary, internship
min_salary number -- Filters on Indeed's estimate for the role, not a posted figure
remote boolean -- Remote postings only

query or location is required.

Job (/job)

Parameter Type Default Description
job_id string required 16-hex job key, or any indeed.com URL carrying jk=

Company (/company) and company reviews (/company/reviews)

Parameter Type Default Description
company string required indeed.com/cmp/<slug> slug or full profile URL (1-200 chars)
page integer -- (reviews only) 1-based, 20 reviews per page

Examples

import requests

BASE = "https://api.scavio.dev"
# Your key from https://scavio.dev. Load it from your environment or secret
# store in real code - keep it out of source control.
API_KEY = "sk_your_key_here"
HEADERS = {"Authorization": f"Bearer {API_KEY}"}

# 1. Keyword + location, inside a radius Indeed actually honours
found = requests.post(f"{BASE}/api/v1/indeed/search", headers=HEADERS,
    json={"query": "data engineer", "location": "Austin, TX",
          "radius": 25, "max_age_days": 7, "job_type": "full_time"}).json()

job_key = found["data"]["jobs"][0]["job_key"]

# 2. One posting in full, including the original ATS link
job = requests.post(f"{BASE}/api/v1/indeed/job", headers=HEADERS,
    json={"job_id": job_key}).json()

print(job["data"]["title"], job["data"]["original_job_url"])

# 3. Everything hiring in a metro - no query at all
metro = requests.post(f"{BASE}/api/v1/indeed/search", headers=HEADERS,
    json={"location": "Austin, TX", "remote": False}).json()

# 4. The employer, then its reviews (copy the slug, do not build it)
company = requests.post(f"{BASE}/api/v1/indeed/company", headers=HEADERS,
    json={"company": job["data"]["company_slug"]}).json()

reviews = requests.post(f"{BASE}/api/v1/indeed/company/reviews", headers=HEADERS,
    json={"company": job["data"]["company_slug"], "page": 1}).json()

Response shapes

Every response uses the envelope { data, response_time, credits_used, credits_remaining }. Key data fields:

  • search — query, location, url, page, total_results, unique_results, radius, count, jobs[], related_queries. A job row: pos, job_key, title, url, company, company_url, company_reviews_url, company_rating, company_review_count, company_logo, location, city, state, postal_code, country, remote, location_count, salary_text, salary_min, salary_max, salary_period, salary_currency, salary_source, job_types, shifts, schedules, benefits, remote_types, attributes, posted_at, posted_relative, is_new, urgently_hiring, hiring_event, indeed_apply, third_party_apply, expired, snippet, sponsored, featured_employer, top_rated_employer, apply_count.
  • job — job_key, title, url, description, description_html, company, company_url, company_slug, company_reviews_url, company_rating, company_review_count, location, street_address, latitude, longitude, city, state, postal_code, country, remote, salary_text, salary_min, salary_max, salary_currency, salary_period, salary_source, job_types, employment_types, benefits, highlighted_attributes, posted_at, valid_through, posted_relative, applicant_count, urgently_hiring, indeed_apply, expired, source, original_job_url, phone, related_links.
  • company — company, name, url, logo, website, description, industry, sectors, headquarters, founded, employee_range, revenue, ceo_name, ceo_approval_percent, rating, review_count, reviews_url, rating_categories, ratings_by_year, happiness_score, happiness_ratings, total_jobs, jobs_url, job_locations, jobs, job_titles, locations, salaries, reviews, interview_difficulty, interview_duration, faqs, questions, similar_companies.
  • company/reviews — company, name, url, page, count, total_results, total_ratings, rating, rating_categories, pros, cons, topics, locations, job_titles, reviews[] (review_id, title, text, pros, cons, rating, rating_categories, job_title, location, country, current_employee, submitted_on, helpful_count, unhelpful_count, url).
{
  "data": {
    "query": "data engineer",
    "location": "Austin, TX",
    "page": 1,
    "radius": 25,
    "total_results": 1237,
    "unique_results": 1198,
    "count": 15,
    "jobs": [
      {
        "pos": 1,
        "job_key": "a1b2c3d4e5f60718",
        "title": "Senior Data Engineer",
        "company": "Example Corp",
        "company_rating": 3.8,
        "location": "Austin, TX",
        "salary_min": 135000,
        "salary_max": 165000,
        "salary_period": "YEARLY",
        "salary_source": "ESTIMATED",
        "job_types": ["Full-time"],
        "posted_relative": "3 days ago",
        "url": "https://www.indeed.com/viewjob?jk=a1b2c3d4e5f60718"
      }
    ]
  },
  "credits_used": 2,
  "credits_remaining": 998
}

Guardrails

  • Every call is 2 credits, including one that comes back empty. Search pages and review pages are 2 credits each - cap any loop and state the spend first.
  • Never send a radius or max_age_days outside the closed sets. Round the user's number to the nearest allowed value and tell them you rounded; the alternative is a billed search that quietly ignored the filter.
  • When min_salary is in play, describe results as roles Indeed estimates at that level. Check salary_source on each row before quoting a figure as the employer's.
  • /job is a per-posting call. Do not loop it over a whole search page - search already returns title, employer, location, salary range, job type and posting age.
  • Copy company slugs from company_slug or a profile URL. Hand-built slugs 404, and that 404 is billed.
  • Reviews are self-reported by employees. Attribute them and do not present aggregate sentiment as fact about the employer.
  • Never fabricate job titles, employers, salaries, postings or review text. Only return what the API returned.
  • Always include the posting url (or original_job_url) so the user can apply through a real link.

Failure handling

  • 400 means an invalid or missing parameter - neither query nor location, or a radius / max_age_days / job_type outside its set. Fix and retry.
  • 401 means the API key is invalid or missing. Check SCAVIO_API_KEY.
  • 404 means the job key or company slug does not exist. It is a real billed 404 - re-derive the id from a search result rather than retrying it.
  • 429 means rate or usage limit exceeded. Wait before retrying. See https://scavio.dev/docs/rate-limits.
  • 502 / 503 mean upstream is temporarily unavailable - wait a few seconds and retry, up to a few times.
  • An empty search is usually the filters: widen radius, drop max_age_days, or remove min_salary.
  • If SCAVIO_API_KEY is not set, prompt the user to export it before continuing.

SDKs

pip install scavio==0.15.0
from scavio import ScavioClient

client = ScavioClient()  # reads SCAVIO_API_KEY

found = client.indeed.search(query="data engineer", location="Austin, TX", radius=25)
job = client.indeed.job(found["data"]["jobs"][0]["job_key"])
company = client.indeed.company(job["data"]["company_slug"])
reviews = client.indeed.company_reviews(job["data"]["company_slug"], page=1)
npm install scavio@0.15.0
import { Scavio } from "scavio";

const client = new Scavio(); // reads SCAVIO_API_KEY
const found = await client.indeed.search({ query: "data engineer", location: "Austin, TX", radius: 25 });
const reviews = await client.indeed.companyReviews({ company: "example-corp", page: 1 });