# Space Individuals — Aerospace Job Board Scraper (`belcaidsaad/space-individuals`) Actor Scrape 286 aerospace/space/robotics/AI jobs and 268 companies with direct emails, phone numbers, websites, and company details from spaceindividuals.com. Under 15 seconds. - **URL**: https://apify.com/belcaidsaad/space-individuals.md - **Developed by:** [Saad Belcaid](https://apify.com/belcaidsaad) (community) - **Categories:** Agents, Automation, Lead generation - **Stats:** 2 total users, 2 monthly users, 100.0% runs succeeded, 1 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 ## Space Individuals Scraper — Aerospace Job Board Intel 286 jobs and 268 aerospace/space/robotics companies with direct emails, phone numbers, and company details. Under 15 seconds. > **Note from Saad:** This scraper was built for Jean, who requested it in the SSM community. There you go boss! After testing, we noticed the dataset can be expanded by combining additional niche space/aerospace job boards (Space Careers, NewSpace Jobs, Aviation Job Search) — if there's demand for a larger dataset, we'll build those next. ### What You Get Two modes: **Jobs** (every posting with full company details) or **Companies Only** (deduplicated company directory). #### Jobs (default) 286 jobs. Every job merged with the company's email, phone, website, size, and specialities. | Field | Example | |-------|---------| | job_title | "Satellite Systems Engineer" | | job_location | "Bremen, Germany" | | contract_type | "Full-time" | | apply_url | Direct application link | | date_posted | When listed | | company_name | "DLR GfR mbH" | | company_email | Direct company email | | company_phone | Company phone | | company_website | Company homepage | | company_location | HQ location | | company_size | "100-250 employees" | | company_specialities | What they do | | active_jobs_count | How many open roles at this company | #### Companies Only (`companyOnly: true`) 268 aerospace/space/robotics companies. One row per company. No job duplicates. - **100% have email** — every single company - **83% have website** - **31% have phone number** - All have location, size, specialities, and about/mission text ### Volume | What | Count | |------|-------| | Active jobs | ~286 (varies as employers post/expire) | | Companies with profiles | 268 | | Companies with email | 268 (100%) | | Companies with phone | 82 (31%) | | Companies with website | 221 (83%) | | Top location | Bremen (88 jobs) | | Runtime | Under 15 seconds | ### Who This Is For - **Tech recruiters** targeting niche aerospace/space/robotics companies that most job boards miss - **Sales teams** selling to space industry companies — 268 with direct emails - **Connector operators** building aerospace supply-side datasets ### Expanding The Dataset Space Individuals covers 268 companies and ~286 jobs. For a larger aerospace/space dataset, these niche boards can be combined: | Board | Focus | Estimated volume | |---|---|---| | **Space Individuals** (this scraper) | Space, aerospace, robotics, AI | 268 companies, 286 jobs | | **Space Careers** (space-careers.com) | ESA & European space | 500+ jobs | | **NewSpace Jobs** (newspacejobs.com) | US/global newspace startups | 200+ jobs | | **Aviation Job Search** (aviationjobsearch.com) | Aviation + aerospace | 1000+ jobs | If there's demand, we'll build scrapers for these and merge into one combined dataset. ### Input Parameters | Parameter | Type | Default | Description | |-----------|------|---------|-------------| | includeExpired | boolean | false | Include jobs past their expiration date | | companyOnly | boolean | false | Output company directory only, no job records | | maxResults | number | 500 | Maximum records to return | ### Quick Start 1. Click **Start** 2. Wait ~15 seconds 3. Click **Export** → CSV or JSON 4. 286 jobs with company emails, or 268 companies — ready for outreach ### Data Source [Space Individuals](https://spaceindividuals.com) — niche job board for space, aerospace, robotics, and AI engineering. Updated by employers directly. # Actor input Schema ## `includeExpired` (type: `boolean`): Include jobs past their expiration date. Default: only active jobs. ## `companyOnly` (type: `boolean`): Output deduplicated company directory only — no job records. Useful for company research and outreach lists. ## `maxResults` (type: `integer`): Maximum number of records to return. ## Actor input object example ```json { "includeExpired": false, "companyOnly": false, "maxResults": 500 } ```` # 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 = {}; // Run the Actor and wait for it to finish const run = await client.actor("belcaidsaad/space-individuals").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 = {} # Run the Actor and wait for it to finish run = client.actor("belcaidsaad/space-individuals").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 '{}' | apify call belcaidsaad/space-individuals --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=belcaidsaad/space-individuals", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Space Individuals — Aerospace Job Board Scraper", "description": "Scrape 286 aerospace/space/robotics/AI jobs and 268 companies with direct emails, phone numbers, websites, and company details from spaceindividuals.com. Under 15 seconds.", "version": "1.0", "x-build-id": "3Yvov7KNcFmOIgZoM" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/belcaidsaad~space-individuals/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-belcaidsaad-space-individuals", "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/belcaidsaad~space-individuals/runs": { "post": { "operationId": "runs-sync-belcaidsaad-space-individuals", "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/belcaidsaad~space-individuals/run-sync": { "post": { "operationId": "run-sync-belcaidsaad-space-individuals", "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": { "includeExpired": { "title": "Include Expired Jobs", "type": "boolean", "description": "Include jobs past their expiration date. Default: only active jobs.", "default": false }, "companyOnly": { "title": "Companies Only", "type": "boolean", "description": "Output deduplicated company directory only — no job records. Useful for company research and outreach lists.", "default": false }, "maxResults": { "title": "Max Results", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum number of records to return.", "default": 500 } } }, "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 } } } } } } } } } } ```