JobSpy

JobSpy is a simple, yet comprehensive, job scraping library.

Features

• Scrapes job postings from LinkedIn, Indeed & ZipRecruiter simultaneously
• Aggregates the job postings in a Pandas DataFrame

Installation

pip install python-jobspy

Python version >= 3.10 required

Usage

from jobspy import scrape_jobs
import pandas as pd

jobs: pd.DataFrame = scrape_jobs(
    site_name=["indeed", "linkedin", "zip_recruiter"],
    search_term="software engineer",
    results_wanted=10
)

if jobs.empty:
    print("No jobs found.")
else:
    # 1 print
    pd.set_option('display.max_columns', None)
    pd.set_option('display.max_rows', None)
    pd.set_option('display.width', None)
    pd.set_option('display.max_colwidth', 50)  # set to 0 to see full job url / desc
    print(jobs)

    # 2 display in Jupyter Notebook
    # display(jobs)

    # 3 output to csv
    # jobs.to_csv('jobs.csv', index=False)

Output

             site                                              title                    company_name                 city state   job_type interval min_amount max_amount                                            job_url                                        description
           indeed                                  Software Engineer                AMERICAN SYSTEMS            Arlington    VA       None   yearly     200000     150000  https://www.indeed.com/viewjob?jk=5e409e577046...  THIS POSITION COMES WITH A 10K SIGNING BONUS! ...
           indeed                           Senior Software Engineer                TherapyNotes.com         Philadelphia    PA   fulltime   yearly     135000     110000  https://www.indeed.com/viewjob?jk=da39574a40cb...  About Us TherapyNotes is the national leader i...
         linkedin                   Software Engineer - Early Career                 Lockheed Martin            Sunnyvale    CA   fulltime   yearly       None       None      https://www.linkedin.com/jobs/view/3693012711  Description:By bringing together people that u...
         linkedin                       Full-Stack Software Engineer                            Rain             New York    NY   fulltime   yearly       None       None      https://www.linkedin.com/jobs/view/3696158877  Rain’s mission is to create the fastest and ea...
    zip_recruiter                       Software Engineer - New Grad                    ZipRecruiter         Santa Monica    CA   fulltime   yearly     130000     150000  https://www.ziprecruiter.com/jobs/ziprecruiter...  We offer a hybrid work environment. Most US-ba...
    zip_recruiter                                 Software Developer                      TEKsystems              Phoenix    AZ   fulltime   hourly         65         75  https://www.ziprecruiter.com/jobs/teksystems-0...  Top Skills' Details• 6 years of Java developme.```

Parameters for scrape_jobs()

Required
├── site_type (List[enum]): linkedin, zip_recruiter, indeed
└── search_term (str)
Optional
├── location (int)
├── distance (int): in miles
├── job_type (enum): fulltime, parttime, internship, contract
├── is_remote (bool)
├── results_wanted (int): number of job results to retrieve for each site specified in 'site_type'
├── easy_apply (bool): filters for jobs on LinkedIn that have the 'Easy Apply' option

Response Schema

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)

FAQ

Encountering issues with your queries?

Try reducing the number of results_wanted and/or broadening the filters. If problems persist, please submit an issue.

Received a response code 429?

This means you've been blocked by the job board site for sending too many requests. Consider waiting a few seconds, or try using a VPN. Proxy support coming soon.