# OCC Mundial Scraper (`unfenced-group/occ-com-mx-scraper`) Actor Scrape job listings from OCC.com.mx — Mexico's leading job board. Supports keyword, location, and category search with optional detail enrichment. - **URL**: https://apify.com/unfenced-group/occ-com-mx-scraper.md - **Developed by:** [Unfenced Group](https://apify.com/unfenced-group) (community) - **Categories:** Jobs - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.79 / 1,000 job listings 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 ## OCC Mundial Scraper ![OCC Mundial Scraper](https://api.apify.com/v2/key-value-stores/lJlifu6C8YQfZMPKE/records/occ-com-mx-scraper) Extract job listings from occ.com.mx at scale, in a clean, consistent structure ready for analysis, job boards, recruiting tools and market research. No API key required. --- ### Why this scraper? #### 🎯 Built for Mexico A dedicated Mexican scraper, not a global tool with a country dropdown. Search, locations and currency (MXN) are tuned for occ.com.mx. #### 📄 Complete job data Full job title and description, direct listing URL and publish date for every record. #### 💶 Salary data Salary information parsed from the listing where the employer publishes it, in MXN. Missing salaries are returned as `null`, never guessed. #### 🏢 Company details Hiring company name plus the profile details the source publishes, such as logo and company page. #### 📍 Location fields Structured location data for every listing, ready for filtering and analysis. #### 🔁 Repost & change detection Every record carries `isRepost` and `changeStatus`, so daily feeds return genuinely new jobs instead of reposted duplicates. --- ### Input parameters | Parameter | Type | Default | Description | |---|---|---|---| | `keyword` | string | (empty) | Job title, skill, or keyword to search for. Example: "desarrollador", "ventas", "contador". | | `location` | string | (empty) | State or city slug to filter by location. Examples: "ciudad-de-mexico", "nuevo-leon", "jalisco", "guadalajara". | | `category` | string | (empty) | OCC category slug. Examples: "tecnologia-sistemas", "contabilidad-finanzas", "ventas", "recursos-humanos", "administracion". | | `contractType` | string | `"Indeterminado"` | Filter by contract type. Use OCC slugs: "permanente", "temporal", "honorarios", "medio-tiempo", "becario-practicas". | | `startUrls` | array | (empty) | Provide one or more custom OCC search or listing URLs to scrape. Overrides keyword/location/category filters when set. | | `maxResults` | integer | `5` | Maximum number of job listings to return. Set to 0 for unlimited. | | `fetchDetails` | boolean | `false` | If enabled, each job listing page is visited individually to extract the full job description, category, education requirements, contract type, schedule, workplace type, and structured salary data. Increases run time and costs more. | --- ### Output schema Every field below is present on every record. Fields the source does not publish for a given job are returned as `null` rather than omitted. | Field | Type | Description | |---|---|---| | `id` | string | OCC job ID | | `url` | string | Job detail URL | | `title` | string | Job title | | `company` | string | Company name | | `companyUrl` | string | Company jobs page on OCC | | `isVerifiedCompany` | boolean | Whether company has OCC verified badge | | `locationText` | string | Raw location text, e.g. `"Ciudad de México, CDMX"` | | `city` | string | City name | | `state` | string | State name | | `country` | string | Always `"MX"` | | `salaryText` | string | Raw salary string, e.g. `"$ 20,000 - $ 23,000 Mensual"` or `"Sueldo no mostrado"` | | `salaryVisible` | boolean | Whether the employer disclosed salary | | `salaryMin` | string | Minimum monthly salary in MXN (null if not disclosed) | | `salaryMax` | string | Maximum monthly salary in MXN (null if not disclosed) | | `salaryCurrency` | string | Always `"MXN"` | | `salaryPeriod` | string | `"MONTH"`, `"WEEK"`, etc. | | `benefits` | array | Benefit tags from listing card, e.g. `["Prestaciones de ley", "Fondo de ahorro"]` | | `logoUrl` | string | Company logo image URL | | `isHighlighted` | boolean | Whether listing is a featured/highlighted vacancy | | `isExternalLink` | boolean | Whether the apply link goes to an external site | | `datePostedRaw` | string | Raw date text from listing card, e.g. `"Hoy"`, `"Hace 3 días"` | | `datePostedISO` | string | Parsed date in YYYY-MM-DD format | | `validThrough` | string | Job posting expiry date (YYYY-MM-DD) | | `category` | string | Job category, e.g. `"Contabilidad - Finanzas"` | | `subcategory` | string | Job subcategory, e.g. `"Cuentas por pagar"` | | `minEducation` | string | Minimum education required, e.g. `"Bachillerato"`, `"Licenciatura"` | | `contractType` | string | Contract type, e.g. `"Indeterminado"`, `"Tiempo completo"` | | `schedule` | string | Work schedule, e.g. `"Jornada completa"`, `"Tiempo parcial"` | | `workplaceType` | string | `"Presencial"`, `"Remoto"`, `"Híbrido"` | | `employmentType` | string | Employment type from structured data | | `slug` | string | URL slug, e.g. `"accounts-payable-analyst-temporary"` | | `slugUrl` | string | Canonical URL with slug | | `descriptionHtml` | string | Full job description as HTML | | `descriptionText` | string | Full job description as plain text | | `descriptionMarkdown` | string | Full job description as Markdown | | `contentHash` | string | MD5 hash of description text (first 16 chars) | | `source` | string | Always `"occ.com.mx"` | | `scrapedAt` | string | ISO timestamp of when the record was scraped | #### Example record ```json { "id": "21158306", "url": "https://www.occ.com.mx/empleo/oferta/21158306/", "title": "Accounts Payable Analyst- Temporary", "company": "Dana de México", "companyUrl": "https://www.occ.com.mx/empleos/bolsa-de-trabajo-Dana-de-Mexico/", "isVerifiedCompany": true, "locationText": "Querétaro, Querétaro", "city": null, "state": null, "country": "MX", "salaryText": "Sueldo no mostrado por la empresa", "salaryVisible": false, "salaryMin": null, "salaryMax": null, "salaryCurrency": "MXN", "salaryPeriod": null, "benefits": [], "logoUrl": "https://cdn-h4.occ.com.mx/images/logos/300x300/p7/P7_KJJt0RHYY9hq_N_ciPQ2.jpg", "isHighlighted": true, "isExternalLink": true, "datePostedRaw": "Hoy", "datePostedISO": "2026-07-01", "validThrough": null, "category": null, "subcategory": null, "minEducation": null, "contractType": null, "schedule": null, "workplaceType": null, "employmentType": null, "slug": null, "slugUrl": null, "descriptionHtml": null, "descriptionText": null, "descriptionMarkdown": null, "contentHash": null, "source": "occ.com.mx", "scrapedAt": "2026-07-01T16:49:40.798Z" } ```` *** ### Examples **Search for contador roles in Ciudad de México:** ```json { "keyword": "contador", "location": "Ciudad de México", "maxResults": 100 } ``` **Filter by contract type:** ```json { "keyword": "contador", "location": "Ciudad de México", "maxResults": 100, "contractType": "" } ``` **Scrape a specific search URL:** ```json { "startUrls": [ { "url": "https://www.occ.com.mx/empleos/trabajo-en-ventas/en-nuevo-leon/" } ], "maxResults": 200 } ``` **Daily feed (run on a schedule):** ```json { "keyword": "contador", "maxResults": 500 } ``` Schedule this input in the Apify Scheduler (for example daily at 07:00) to keep an always-fresh feed of the newest listings. *** ### 💰 Pricing **$0.99 per 1,000 results** — you only pay for successfully retrieved listings. Failed retries are never charged. | Results | Cost | |---|---| | 100 | ~$0.10 | | 1,000 | ~$0.99 | | 10,000 | ~$9.9 | | 100,000 | ~$99 | > Flat-rate alternatives typically charge $29–$49/month regardless of usage. Subscription tiers lower the rate further, down to $0.69 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 publishes it — many listings carry `null` salary fields. - Company details vary per listing; the scraper returns what the source publishes and never invents data. - Very large result sets are bounded by the source's own paging limits. - Listings can be removed by the source at any time, so a small share of URLs may expire shortly after scraping. *** ### Technical details - **Source:** occ.com.mx — Mexico job listings - **Coverage:** everything the public search exposes, filterable via the input parameters above - **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 ## `keyword` (type: `string`): Job title, skill, or keyword to search for. Example: "desarrollador", "ventas", "contador". ## `location` (type: `string`): State or city slug to filter by location. Examples: "ciudad-de-mexico", "nuevo-leon", "jalisco", "guadalajara". ## `category` (type: `string`): OCC category slug. Examples: "tecnologia-sistemas", "contabilidad-finanzas", "ventas", "recursos-humanos", "administracion". ## `contractType` (type: `string`): Filter by contract type. Use OCC slugs: "permanente", "temporal", "honorarios", "medio-tiempo", "becario-practicas". ## `startUrls` (type: `array`): Provide one or more custom OCC search or listing URLs to scrape. Overrides keyword/location/category filters when set. ## `maxResults` (type: `integer`): Maximum number of job listings to return. Set to 0 for unlimited. ## `fetchDetails` (type: `boolean`): If enabled, each job listing page is visited individually to extract the full job description, category, education requirements, contract type, schedule, workplace type, and structured salary data. Increases run time and costs more. ## Actor input object example ```json { "contractType": "permanente", "maxResults": 5, "fetchDetails": false } ``` # 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 = { "contractType": "permanente" }; // Run the Actor and wait for it to finish const run = await client.actor("unfenced-group/occ-com-mx-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 = { "contractType": "permanente" } # Run the Actor and wait for it to finish run = client.actor("unfenced-group/occ-com-mx-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 '{ "contractType": "permanente" }' | apify call unfenced-group/occ-com-mx-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=unfenced-group/occ-com-mx-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "OCC Mundial Scraper", "description": "Scrape job listings from OCC.com.mx — Mexico's leading job board. Supports keyword, location, and category search with optional detail enrichment.", "version": "0.0", "x-build-id": "oPsPK7h8cDLlAztEU" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/unfenced-group~occ-com-mx-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-unfenced-group-occ-com-mx-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/unfenced-group~occ-com-mx-scraper/runs": { "post": { "operationId": "runs-sync-unfenced-group-occ-com-mx-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/unfenced-group~occ-com-mx-scraper/run-sync": { "post": { "operationId": "run-sync-unfenced-group-occ-com-mx-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "keyword": { "title": "Search keyword", "type": "string", "description": "Job title, skill, or keyword to search for. Example: \"desarrollador\", \"ventas\", \"contador\"." }, "location": { "title": "Location", "type": "string", "description": "State or city slug to filter by location. Examples: \"ciudad-de-mexico\", \"nuevo-leon\", \"jalisco\", \"guadalajara\"." }, "category": { "title": "Job category", "type": "string", "description": "OCC category slug. Examples: \"tecnologia-sistemas\", \"contabilidad-finanzas\", \"ventas\", \"recursos-humanos\", \"administracion\"." }, "contractType": { "title": "Contract type", "enum": [ "", "permanente", "temporal", "honorarios", "medio-tiempo", "becario-practicas" ], "type": "string", "description": "Filter by contract type. Use OCC slugs: \"permanente\", \"temporal\", \"honorarios\", \"medio-tiempo\", \"becario-practicas\"." }, "startUrls": { "title": "Start URLs", "type": "array", "description": "Provide one or more custom OCC search or listing URLs to scrape. Overrides keyword/location/category filters when set.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "maxResults": { "title": "Maximum results", "minimum": 0, "type": "integer", "description": "Maximum number of job listings to return. Set to 0 for unlimited.", "default": 5 }, "fetchDetails": { "title": "Fetch full job details", "type": "boolean", "description": "If enabled, each job listing page is visited individually to extract the full job description, category, education requirements, contract type, schedule, workplace type, and structured salary data. Increases run time and costs more.", "default": false } } }, "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 } } } } } } } } } } ```