JobSpy AIO Scraper

Features

• Scrapes job postings from LinkedIn, Indeed & ZipRecruiter simultaneously
• Returns jobs as JSON or CSV with title, location, company, description & other data
• Imports directly into Google Sheets
• Optional JWT authorization

API

POST /api/v1/jobs/

Request Schema

Required
├── site_type (List[enum]): linkedin, zip_recruiter, indeed
└── search_term (str)
Optional
├── location (int)
├── distance (int)
├── job_type (enum): fulltime, parttime, internship, contract
├── is_remote (bool)
├── results_wanted (int): per site_type
├── easy_apply (bool): only for linkedin
└── output_format (enum): json, csv, gsheet

Request Example

"site_type": ["indeed", "linkedin"],
"search_term": "software engineer",
"location": "austin, tx",
"distance": 10,
"job_type": "fulltime",
"results_wanted": 15
"output_format": "gsheet"

Response Schema

site_type (enum): 
JobResponse
├── success (bool)
├── error (str)
├── jobs (List[JobPost])
│   └── JobPost
│       ├── title (str)
│       ├── company_name (str)
│       ├── job_url (str)
│       ├── location (object)
│       │   ├── country (str)
│       │   ├── city (str)
│       │   ├── state (str)
│       ├── description (str)
│       ├── job_type (enum)
│       ├── compensation (object)
│       │   ├── interval (CompensationInterval): yearly, monthly, weekly, daily, hourly
│       │   ├── min_amount (float)
│       │   ├── max_amount (float)
│       │   └── currency (str)
│       └── date_posted (datetime)
│
├── total_results (int)
└── returned_results (int) 

Response Example (GOOGLE SHEETS)

{
    "status": "Successfully uploaded to Google Sheets",
    "error": null,
    "linkedin": null,
    "indeed": null,
    "zip_recruiter": null
}

Response Example (JSON)

{
    "indeed": {
        "success": true,
        "error": null,
        "jobs": [
            {
                "title": "Software Engineer",
                "company_name": "INTEL",
                "job_url": "https://www.indeed.com/jobs/viewjob?jk=a2cfbb98d2002228",
                "location": {
                    "country": "USA",
                    "city": "Austin",
                    "state": "TX",
                },
                "description": "Job Description Designs, develops, tests, and debugs..."
                "job_type": "fulltime",
                "compensation": {
                    "interval": "yearly",
                    "min_amount": 209760.0,
                    "max_amount": 139480.0,
                    "currency": "USD"
                },
                "date_posted": "2023-08-18T00:00:00"
            }, ...
        ],
        "total_results": 845,
        "returned_results": 15
    },
    "linkedin": {
        "success": true,
        "error": null,
        "jobs": [
            {
                "title": "Software Engineer 1",
                "company_name": "Public Partnerships | PPL",
                "job_url": "https://www.linkedin.com/jobs/view/3690013792",
                "location": {
                    "country": "USA",
                    "city": "Austin",
                    "state": "TX",
                },
                "description": "Public Partnerships LLC supports individuals with disabilities..."
                "job_type": null,
                "compensation": null,
                "date_posted": "2023-07-31T00:00:00"
            }, ...
        ],
        "total_results": 2000,
        "returned_results": 15
    }
}

Response Example (CSV)

Site, Title, Company Name, Job URL, Country, City, State, Job Type, Compensation Interval, Min Amount, Max Amount, Currency, Date Posted, Description
indeed, Software Engineer, INTEL, https://www.indeed.com/jobs/viewjob?jk=a2cfbb98d2002228, USA, Austin, TX, fulltime, yearly, 209760.0, 139480.0, USD, 2023-08-18T00:00:00, Job Description Designs...
linkedin, Software Engineer 1, Public Partnerships | PPL, https://www.linkedin.com/jobs/view/3690013792, USA, Austin, TX, , , , , , 2023-07-31T00:00:00, Public Partnerships LLC supports...

Installation

Docker Setup

Requires Docker Desktop

JobSpy API Image is continuously updated and available on GitHub Container Registry.

To pull the Docker image:

docker pull ghcr.io/cullenwatson/jobspy:latest

Params

By default:

• Port: 8000
• Google sheet name: JobSpy
• Relative path of client_secret.json (for Google Sheets, see below to obtain)

To run the image with these default settings, use:

Example (Windows):

docker run -v %cd%/client_secret.json:/app/client_secret.json -p 8000:8000 ghcr.io/cullenwatson/jobspy

Example (Unix):

docker run -v $(pwd)/client_secret.json:/app/client_secret.json -p 8000:8000 ghcr.io/cullenwatson/jobspy

Using custom params

Example:

• Port: 8030
• Google sheet name: CustomName
• Absolute path of client_secret.json: C:\config\client_secret.json

To pass these custom params:

docker run -v C:\config\client_secret.json:/app/client_secret.json -e GSHEET_NAME=CustomName -e PORT=8030 -p 8030:8030 ghcr.io/cullenwatson/jobspy

Python installation (alternative to Docker)

Python version >= 3.10 required

1. Clone this repository git clone https://github.com/cullenwatson/jobspy
2. Install the dependencies with pip install -r requirements.txt
3. Run the server with uvicorn main:app --reload

Google Sheets Setup

Obtaining an Access Key: Video Guide

• Enable the Google Sheets & Google Drive API
• Create credentials -> service account -> create & continue
• Select role -> basic: editor -> done
• Click on the email you just created in the service account list
• Go to the Keys tab -> add key -> create new key -> JSON -> Create

Using the key in the repo

• Copy the key file into the JobSpy repo as client_secret.json
• Go to my template sheet: File -> Make a Copy -> Rename to JobSpy
• Share the Google sheet with the email located in the field client_email in the client_secret.json above with editor rights
• If you changed the name of the sheet:
  • Python install: add .env in the repo and add GSHEET_NAME param with the sheet name as the value, e.g. GSHEET_NAME=CustomName
  • Docker install: use custom param -e GSHEET_NAME=CustomName in docker run (see above)

How to call the API

Postman (preferred):

To use Postman:

1. Locate the files in the /postman/ directory.
2. Import the Postman collection and environment JSON files.

Swagger UI:

Or you can call the API with the interactive documentation at localhost:8000/docs.

FAQ

I'm having issues with my queries. What should I do?

Try reducing the number of results_wanted and/or broadening the filters. If issues still persist, feel free to submit an issue.

I'm getting response code 429. What should I do?

You have been blocked by the job board site for sending too many requests. Wait a couple seconds or use a VPN.

How to enable auth?

Change AUTH_REQUIRED in /settings.py to True

The auth uses supabase. Create a project with a users table and disable RLS.

Add these three environment variables:

• SUPABASE_URL: go to project settings -> API -> Project URL
• SUPABASE_KEY: go to project settings -> API -> service_role secret
• JWT_SECRET_KEY - type openssl rand -hex 32 in terminal to create a 32 byte secret key

Use these endpoints to register and get an access token: