# Crypto & Web3 Jobs Scraper (`fino_oss/crypto-web3-jobs-scraper`) Actor Scrape the latest crypto and Web3 job listings from CryptoJobsList and Remote3. Filter by role, keyword, or location. Returns structured JSON: title, company, location, salary, tags, date. - **URL**: https://apify.com/fino\_oss/crypto-web3-jobs-scraper.md - **Developed by:** [fino](https://apify.com/fino_oss) (community) - **Categories:** Automation, Jobs - **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## 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 ## Crypto & Web3 Jobs Scraper Scrape the latest **crypto and Web3 job listings** from multiple sources without needing a browser. Returns structured JSON data perfect for lead generation, market research, talent tracking, or building job alert tools. ### What does it do? Collects job postings from: - 🔗 **CryptoJobsList.com** — 500+ jobs updated hourly (via sitemap) - 🔗 **Remote3.co** — Remote-only Web3 jobs (via RSS feed) #### Output per job | Field | Description | |---|---| | `title` | Job title | | `company` | Hiring company | | `location` | Location or "Remote" | | `url` | Direct link to the job posting | | `source` | Source site | | `postedAt` | ISO 8601 date | | `salary` | Salary range (when available) | | `tags` | Tech keywords (Solidity, Python, DeFi, etc.) | ### Use cases - **Recruiters**: Daily scan of who is hiring in crypto - **Job seekers**: Automated alerts for new positions by role or keyword - **Market analysts**: Track hiring trends in DeFi, NFTs, Layer 2, etc. - **Lead generation**: Find Web3 companies actively hiring ### Input options ```json { "sources": ["cryptojobslist", "remote3"], "maxJobsPerSource": 200, "filterRole": "engineer", "filterKeyword": "DeFi", "sortBy": "date" } ```` - `filterRole` — e.g. `"engineer"`, `"designer"`, `"analyst"`, `"manager"` - `filterKeyword` — any keyword (applied to title, company, location, tags) - `sortBy` — `"date"` (newest first), `"company"`, or `"title"` ### Performance - \~500 jobs in under **10 seconds** (no browser required) - Runs on the smallest Apify compute units - Sitemap-based extraction = reliable, no HTML scraping fragility ### Limitations - Full job descriptions require navigating to the source URL - CryptoJobsList location data is extracted from URL slugs (88%+ accuracy) - Does not scrape sites behind strong anti-bot protection (Cloudflare challenge) # Actor input Schema ## `sources` (type: `array`): Which job boards to scrape: cryptojobslist and/or remote3. ## `maxJobsPerSource` (type: `integer`): Maximum number of jobs to collect from each source. Set 0 for unlimited. ## `filterRole` (type: `string`): Only return jobs matching this role keyword (e.g. 'engineer', 'designer', 'analyst'). Leave empty for all roles. ## `filterKeyword` (type: `string`): Generic keyword filter applied to title, company, location, and tags. ## `sortBy` (type: `string`): How to sort the output jobs. ## Actor input object example ```json { "sources": [ "cryptojobslist", "remote3" ], "maxJobsPerSource": 200, "sortBy": "date" } ``` # 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 = { "sources": [ "cryptojobslist", "remote3" ], "maxJobsPerSource": 200, "filterRole": "", "filterKeyword": "", "sortBy": "date" }; // Run the Actor and wait for it to finish const run = await client.actor("fino_oss/crypto-web3-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 = { "sources": [ "cryptojobslist", "remote3", ], "maxJobsPerSource": 200, "filterRole": "", "filterKeyword": "", "sortBy": "date", } # Run the Actor and wait for it to finish run = client.actor("fino_oss/crypto-web3-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 '{ "sources": [ "cryptojobslist", "remote3" ], "maxJobsPerSource": 200, "filterRole": "", "filterKeyword": "", "sortBy": "date" }' | apify call fino_oss/crypto-web3-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=fino_oss/crypto-web3-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Crypto & Web3 Jobs Scraper", "description": "Scrape the latest crypto and Web3 job listings from CryptoJobsList and Remote3. Filter by role, keyword, or location. Returns structured JSON: title, company, location, salary, tags, date.", "version": "0.1", "x-build-id": "Dlz9mtjnlfByVTI5K" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/fino_oss~crypto-web3-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-fino_oss-crypto-web3-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/fino_oss~crypto-web3-jobs-scraper/runs": { "post": { "operationId": "runs-sync-fino_oss-crypto-web3-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/fino_oss~crypto-web3-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-fino_oss-crypto-web3-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", "properties": { "sources": { "title": "Job sources", "type": "array", "description": "Which job boards to scrape: cryptojobslist and/or remote3.", "items": { "type": "string" } }, "maxJobsPerSource": { "title": "Max jobs per source", "minimum": 1, "maximum": 2000, "type": "integer", "description": "Maximum number of jobs to collect from each source. Set 0 for unlimited." }, "filterRole": { "title": "Filter by role", "type": "string", "description": "Only return jobs matching this role keyword (e.g. 'engineer', 'designer', 'analyst'). Leave empty for all roles." }, "filterKeyword": { "title": "Filter by keyword", "type": "string", "description": "Generic keyword filter applied to title, company, location, and tags." }, "sortBy": { "title": "Sort results by", "enum": [ "date", "company", "title" ], "type": "string", "description": "How to sort the output jobs." } } }, "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 } } } } } } } } } } ```