# Gupy Brazil Jobs Scraper (`jungle_synthesizer/gupy-brazil-tech-jobs-scraper`) Actor Scrape job listings from Gupy — Brazil's - **URL**: https://apify.com/jungle\_synthesizer/gupy-brazil-tech-jobs-scraper.md - **Developed by:** [BowTiedRaccoon](https://apify.com/jungle_synthesizer) (community) - **Categories:** Jobs, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing Pay per event This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. 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 ## Gupy Brazil Jobs Scraper Scrape job listings from **Gupy** — Brazil's #1 ATS (Applicant Tracking System) used by 3,000+ enterprises including Itaú, Petrobras, Magalu, PagBank, and Ambev. Extract job title, company name, location, remote/hybrid status, disability eligibility (PCD flag), full HTML description, and direct apply URL. ### What it does This actor queries the Gupy public portal API directly, returning structured job data for any keyword search. Each run produces clean, flat records ready for analysis, recruitment pipelines, or lead generation. **Fields returned per job:** | Field | Description | |-------|-------------| | `id` | Gupy job ID | | `companyId` | Gupy company ID | | `company_name` | Company or career page name | | `company_logo_url` | Company logo URL | | `title` | Job title | | `description_html` | Full job description (HTML) | | `city` | City | | `state` | Brazilian state (full name) | | `country` | Country | | `is_remote_work` | Fully remote position | | `workplace_type` | Modality: remote, hybrid, on-site | | `disabled_eligible` | Open to candidates with disabilities (PCD) | | `published_at` | Publication date (ISO-8601) | | `application_deadline` | Deadline (ISO-8601, null if open) | | `apply_url` | Direct apply URL | | `career_page_url` | Company career page on Gupy | | `job_type` | Vacancy type (e.g. vacancy_type_talent_pool) | ### How to use #### Basic search Enter a search keyword in `Job Search Keyword`. The Gupy API requires a keyword — it does not support open-ended browsing. **Common keywords:** - `desenvolvedor` — software developers - `analista` — analysts (data, systems, business) - `engenheiro` — engineers - `designer` — UX/UI designers - `gerente` — managers - `cientista de dados` — data scientists #### Filters - **Workplace Type** — filter by `remote`, `hybrid`, or `on-site`. Applied client-side after fetching. - **State Filter** — filter by Brazilian state abbreviation (e.g. `SP`, `RJ`, `MG`, `RS`). Applied server-side. - **Max Items** — cap the number of records returned. Default 100. #### Example inputs Search for remote developer jobs in São Paulo: ```json { "jobName": "desenvolvedor", "stateFilter": "SP", "workplaceType": "remote", "maxItems": 200 } ```` Search for data analysts nationwide: ```json { "jobName": "analista de dados", "maxItems": 500 } ``` ### API source Data comes from `https://portal.api.gupy.io/api/v1/jobs` — Gupy's public portal API. No authentication or proxy is required. The API is paginated (10 results/page) with offset-based pagination. ### Use cases - **Talent sourcing** — build candidate pipeline from Brazil's largest job board aggregator - **Market research** — track hiring trends at Brazilian enterprises by role, city, or company - **Lead generation** — identify companies actively hiring in specific tech stacks - **Job alerts** — run on a schedule to track new postings for specific keywords - **PCD hiring analysis** — filter `disabled_eligible: true` to find inclusive employers ### Notes - The Gupy API requires `jobName` to be non-empty. Use broad terms to maximize coverage. - `salary_*` and `seniority_level` fields are not available in the portal API response. - `state` values are returned as full Portuguese names (e.g. "São Paulo", "Paraná") not abbreviations. - All results come from active, public Gupy job postings. Closed or internal postings are not returned. # Actor input Schema ## `sp_intended_usage` (type: `string`): Please describe how you plan to use the data extracted by this crawler. ## `sp_improvement_suggestions` (type: `string`): Provide any feedback or suggestions for improvements. ## `sp_contact` (type: `string`): Provide your email address so we can get in touch with you. ## `jobName` (type: `string`): Search keyword for job title (e.g. desenvolvedor, analista, engenheiro). Required by the Gupy API. ## `workplaceType` (type: `string`): Filter by workplace modality. Options are remote, hybrid, or on-site. Leave blank for all. ## `stateFilter` (type: `string`): Filter by Brazilian state abbreviation (e.g. SP, RJ, MG). Leave blank for all states. ## `maxItems` (type: `integer`): Maximum number of job records to return. ## Actor input object example ```json { "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "jobName": "desenvolvedor", "maxItems": 10 } ``` # 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 = { "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "jobName": "desenvolvedor", "workplaceType": "", "stateFilter": "", "maxItems": 10 }; // Run the Actor and wait for it to finish const run = await client.actor("jungle_synthesizer/gupy-brazil-tech-jobs-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 = { "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "jobName": "desenvolvedor", "workplaceType": "", "stateFilter": "", "maxItems": 10, } # Run the Actor and wait for it to finish run = client.actor("jungle_synthesizer/gupy-brazil-tech-jobs-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 '{ "sp_intended_usage": "Describe your intended use...", "sp_improvement_suggestions": "Share your suggestions here...", "sp_contact": "Share your email here...", "jobName": "desenvolvedor", "workplaceType": "", "stateFilter": "", "maxItems": 10 }' | apify call jungle_synthesizer/gupy-brazil-tech-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=jungle_synthesizer/gupy-brazil-tech-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Gupy Brazil Jobs Scraper", "description": "Scrape job listings from Gupy — Brazil's", "version": "0.1", "x-build-id": "HhjfDELfxQ3Xe9hZG" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/jungle_synthesizer~gupy-brazil-tech-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-jungle_synthesizer-gupy-brazil-tech-jobs-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/jungle_synthesizer~gupy-brazil-tech-jobs-scraper/runs": { "post": { "operationId": "runs-sync-jungle_synthesizer-gupy-brazil-tech-jobs-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/jungle_synthesizer~gupy-brazil-tech-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-jungle_synthesizer-gupy-brazil-tech-jobs-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", "required": [ "jobName" ], "properties": { "sp_intended_usage": { "title": "What is the intended usage of this data?", "minLength": 1, "type": "string", "description": "Please describe how you plan to use the data extracted by this crawler." }, "sp_improvement_suggestions": { "title": "How can we improve this crawler for you?", "minLength": 1, "type": "string", "description": "Provide any feedback or suggestions for improvements." }, "sp_contact": { "title": "Contact Email", "minLength": 1, "type": "string", "description": "Provide your email address so we can get in touch with you." }, "jobName": { "title": "Job Search Keyword", "type": "string", "description": "Search keyword for job title (e.g. desenvolvedor, analista, engenheiro). Required by the Gupy API." }, "workplaceType": { "title": "Workplace Type", "type": "string", "description": "Filter by workplace modality. Options are remote, hybrid, or on-site. Leave blank for all." }, "stateFilter": { "title": "State Filter", "type": "string", "description": "Filter by Brazilian state abbreviation (e.g. SP, RJ, MG). Leave blank for all states." }, "maxItems": { "title": "Max Items", "type": "integer", "description": "Maximum number of job records to return.", "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 } } } } } } } } } } ```