# Indeed India Jobs Scraper (`unfenced-group/indeed-in-scraper`) Actor Scrape job listings from Indeed India. Returns titles, full descriptions, salary, company profiles, geo-coordinates and hiring signals. Pay per result. - **URL**: https://apify.com/unfenced-group/indeed-in-scraper.md - **Developed by:** [Unfenced Group](https://apify.com/unfenced-group) (community) - **Categories:** Jobs - **Stats:** 6 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks - **User rating**: No ratings yet ## Pricing from $0.70 / 1,000 jobs This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Indeed IN Scraper ![Indeed IN Scraper](https://api.apify.com/v2/key-value-stores/Spcn39tfDm8jzLkXK/records/banner.png) Extract job listings from in.indeed.com at scale, with the richest field set available: full descriptions, structured salary, company profiles, precise geo-coordinates and hiring signals. No API key required. --- ### Why this scraper? #### 🎯 Built for India A dedicated Indian scraper, not a global tool with a country dropdown. Salary parsing, location handling and currency (INR) are tuned for in.indeed.com. #### 📄 Complete job data Full job title, description in both HTML and plain text, apply URL, publish date, and the date the job first appeared on Indeed. #### 💶 Structured salary Minimum, maximum, pay period and currency, parsed from the listing. Estimated figures are flagged so you can filter them out. #### 🏢 Company profiles Company name, industry, employee count, revenue band, corporate website and logo where Indeed publishes them. #### 📍 Precise location Full address, city, postal code, region code, country and latitude/longitude, plus a remote-work flag. #### 🔁 Repost detection Every record carries hiring-demand signals so you can spot urgent and high-volume postings at a glance. --- ### Input parameters | Parameter | Type | Default | Description | |---|---|---|---| | `query` | string | `"developer"` | Job title or keyword to search for. | | `location` | string | (empty) | City, region or postal code. Leave empty to search all of India. | | `radius` | integer | `25` | Search radius around the location, in kilometres. | | `sort` | string | `"relevance"` | Sort by `relevance` or `date` (newest first). | | `fromDays` | string | (empty) | Limit to jobs posted within the last 1, 3, 7 or 14 days. Empty means any time. | | `maxItems` | integer | `100` | Maximum number of listings to return. Set to `0` for unlimited. | --- ### Output schema Every field below is present on every record. Fields that Indeed does not publish for a given job are returned as `null` rather than omitted. | Field | Type | Description | |---|---|---| | `jobKey` | string | Indeed's unique identifier for the listing. | | `title` | string | Job title. | | `jobUrl` | string | Direct link to the listing on in.indeed.com. | | `descriptionHtml` | string | Full job description as HTML. | | `descriptionText` | string | Full job description as plain text. | | `descriptionMarkdown` | string | Full job description converted to Markdown. | | `location.raw` | string | Full address line as published. | | `location.city` | string | City. | | `location.postalCode` | string | Postal code (null if not published). | | `location.streetAddress` | string | Street address (null if not published). | | `location.countryName` | string | Country name. | | `location.countryCode` | string | Two-letter country code. | | `location.admin1Code` | string | Region or province code. | | `location.admin2Code` | string | Sub-region code (null if not published). | | `location.latitude` | number | Latitude. | | `location.longitude` | number | Longitude. | | `location.isRemote` | boolean | Whether the role is remote. | | `salary.salaryText` | string | Salary as published (null if not stated). | | `salary.salaryMin` | number | Minimum salary (null if not published). | | `salary.salaryMax` | number | Maximum salary (null if not published). | | `salary.salaryType` | string | Pay period: HOUR, DAY, WEEK, MONTH or YEAR. | | `salary.salaryCurrency` | string | Currency code (e.g. INR). | | `salary.isEstimated` | boolean | Whether the figure is an Indeed estimate rather than employer-stated. | | `companyName` | string | Employer name (null if not published). | | `companyUrl` | string | Indeed company profile URL (null if not published). | | `companyIndustry` | string | Industry (null if not published). | | `companyNumEmployees` | string | Employee-count band (null if not published). | | `companyRevenue` | string | Revenue band (null if not published). | | `companyLogo` | string | Company logo URL (null if not published). | | `companyHeaderUrl` | string | Company header image URL (null if not published). | | `corporateWebsite` | string | Employer's own website (null if not published). | | `datePublished` | string | ISO date the job was published. | | `dateOnIndeed` | string | ISO date the job first appeared on Indeed. | | `attributes` | array | Skill and requirement labels attached to the listing. | | `hiringDemand.isUrgentHire` | boolean | Whether Indeed flags the role as an urgent hire. | | `hiringDemand.isHighVolumeHiring` | boolean | Whether the role is part of high-volume hiring. | | `language` | string | Language of the listing. | | `locale` | string | Locale of the source site (en_IN). | | `source` | string | Source host (in.indeed.com). | | `scrapedAt` | string | ISO timestamp of the scrape. | #### Example record ```json { "jobKey": "2aa489becfc76419", "title": "Software Developer", "jobUrl": "https://in.indeed.com/viewjob?jk=2aa489becfc76419", "descriptionText": "...", "location": { "raw": "Bandra Kurla Complex, Mumbai", "city": "Mumbai", "postalCode": null, "countryCode": "IN", "admin1Code": "MH", "latitude": 52.16878, "longitude": 4.989674, "isRemote": false }, "salary": { "salaryText": "₹12,00,000 - ₹18,00,000 a year", "salaryMin": 1200000, "salaryMax": 1800000, "salaryType": "YEAR", "salaryCurrency": "INR", "isEstimated": false }, "companyName": "Example Company", "companyIndustry": "Information Technology", "datePublished": "2026-07-01T05:00:00.000Z", "dateOnIndeed": "2026-07-01T09:12:00.000Z", "attributes": [ "Java", "Spring", "Microservices", "AWS" ], "hiringDemand": { "isUrgentHire": false, "isHighVolumeHiring": false }, "language": "en", "locale": "en_IN", "source": "in.indeed.com", "scrapedAt": "2026-07-02T08:00:00.000Z" } ```` *** ### Examples **Search for developer roles in Mumbai:** ```json { "query": "developer", "location": "Mumbai", "maxItems": 100 } ``` **Recent postings only, sorted by date:** ```json { "query": "developer", "location": "Mumbai", "sort": "date", "fromDays": "3", "maxItems": 200 } ``` **Wide-area search with a larger radius:** ```json { "query": "developer", "location": "Mumbai", "radius": 50, "maxItems": 500 } ``` **Daily feed of new jobs across India:** ```json { "query": "developer", "location": "", "sort": "date", "fromDays": "1", "maxItems": 1000 } ``` *** ### 💰 Pricing **$0.76 per 1,000 results** — you only pay for successfully retrieved listings. Failed retries are never charged. | Results | Cost | |---|---| | 100 | ~$0.08 | | 1,000 | ~$0.76 | | 10,000 | ~$7.60 | | 100,000 | ~$76.00 | > Flat-rate alternatives typically charge $29–$49/month regardless of usage. Subscription tiers lower the rate further, from $0.73 per 1,000 down to $0.64 per 1,000 at the highest tier. Use the **Max results** cap in the input to control your spend exactly. *** ### Performance | Run size | Typical time | |---|---| | 100 results | under 1 minute | | 1,000 results | 2–4 minutes | | 10,000 results | 20–35 minutes | *** ### Known limitations - Salary is only returned when the employer or Indeed publishes it. Many listings have no salary. - Company profile depth varies by employer. Large companies return full profiles; smaller employers return only what Indeed holds. - Indeed caps how deep any search can page. Very broad queries return a large but finite slice, not every matching job ever posted. *** ### Technical details - **Source:** in.indeed.com — India job listings - **Coverage:** nationwide, filterable by location and radius - **Retry:** automatic retry on network errors with exponential backoff *** ### Need a custom scraper? **[Unfenced Group](https://www.unfencedgroup.nl)** builds Apify actors for any website — for free. If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio. **Get in touch:** [www.unfencedgroup.nl](https://www.unfencedgroup.nl) # Actor input Schema ## `query` (type: `string`): Job title or keyword. Example: 'software developer'. ## `location` (type: `string`): City, region or postal code. Example: 'Mumbai'. Leave empty to search all of India. ## `radius` (type: `integer`): Search radius around the location, in kilometres. ## `sort` (type: `string`): Sort results by relevance or date posted. ## `fromDays` (type: `string`): Limit to jobs posted within the last N days. ## `maxItems` (type: `integer`): Maximum number of job listings to return. Set to 0 for unlimited (up to the source's paging cap). ## Actor input object example ```json { "query": "developer", "location": "Mumbai", "radius": 25, "sort": "relevance", "fromDays": "", "maxItems": 100 } ``` # Actor output Schema ## `results` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "query": "developer" }; // Run the Actor and wait for it to finish const run = await client.actor("unfenced-group/indeed-in-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "query": "developer" } # Run the Actor and wait for it to finish run = client.actor("unfenced-group/indeed-in-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "query": "developer" }' | apify call unfenced-group/indeed-in-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=unfenced-group/indeed-in-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Indeed India Jobs Scraper", "description": "Scrape job listings from Indeed India. Returns titles, full descriptions, salary, company profiles, geo-coordinates and hiring signals. Pay per result.", "version": "0.1", "x-build-id": "0a6sMW14b5JQL2xuz" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/unfenced-group~indeed-in-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-unfenced-group-indeed-in-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/unfenced-group~indeed-in-scraper/runs": { "post": { "operationId": "runs-sync-unfenced-group-indeed-in-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/unfenced-group~indeed-in-scraper/run-sync": { "post": { "operationId": "run-sync-unfenced-group-indeed-in-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "query": { "title": "Search query", "type": "string", "description": "Job title or keyword. Example: 'software developer'." }, "location": { "title": "Location", "type": "string", "description": "City, region or postal code. Example: 'Mumbai'. Leave empty to search all of India." }, "radius": { "title": "Search radius (kilometres)", "minimum": 0, "maximum": 100, "type": "integer", "description": "Search radius around the location, in kilometres.", "default": 25 }, "sort": { "title": "Sort order", "enum": [ "relevance", "date" ], "type": "string", "description": "Sort results by relevance or date posted.", "default": "relevance" }, "fromDays": { "title": "Posted within (days)", "enum": [ "", "1", "3", "7", "14" ], "type": "string", "description": "Limit to jobs posted within the last N days.", "default": "" }, "maxItems": { "title": "Max results", "minimum": 0, "maximum": 5000, "type": "integer", "description": "Maximum number of job listings to return. Set to 0 for unlimited (up to the source's paging cap).", "default": 100 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```