mirror of https://github.com/Bunsly/JobSpy
158 lines
5.8 KiB
Markdown
158 lines
5.8 KiB
Markdown
<img src="https://github.com/cullenwatson/JobSpy/assets/78247585/ae185b7e-e444-4712-8bb9-fa97f53e896b" width="400">
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**JobSpy** is a simple, yet comprehensive, job scraping library.
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## Features
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- Scrapes job postings from **LinkedIn**, **Indeed** & **ZipRecruiter** simultaneously
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- Aggregates the job postings in a Pandas DataFrame
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[Video Guide for JobSpy](https://www.youtube.com/watch?v=-yS3mgI5H-4)
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### Installation
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```
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pip install python-jobspy
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```
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_Python version >= [3.10](https://www.python.org/downloads/release/python-3100/) required_
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### Usage
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```python
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from jobspy import scrape_jobs
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import pandas as pd
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result: pd.DataFrame = scrape_jobs(
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site_name=["indeed", "linkedin", "zip_recruiter"],
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search_term="software engineer",
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location="Dallas, TX",
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results_wanted=10,
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country_indeed='USA' # only needed for indeed
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)
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pd.set_option('display.max_columns', None)
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pd.set_option('display.max_rows', None)
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pd.set_option('display.width', None)
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pd.set_option('display.max_colwidth', 50) # set to 0 to see full job url / desc
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#1 output
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print(result.jobs)
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print(result.errors)
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#2 display in Jupyter Notebook
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#display(result.jobs)
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#display(result.errors)
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#3 output to .csv
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#result.jobs.to_csv('result.jobs.csv', index=False)
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```
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### Output
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```
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SITE TITLE COMPANY_NAME CITY STATE JOB_TYPE INTERVAL MIN_AMOUNT MAX_AMOUNT JOB_URL DESCRIPTION
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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!...
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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...
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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...
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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...
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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...
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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...
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```
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### Parameters for `scrape_jobs()`
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```plaintext
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Required
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├── site_type (List[enum]): linkedin, zip_recruiter, indeed
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└── search_term (str)
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Optional
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├── location (int)
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├── distance (int): in miles
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├── job_type (enum): fulltime, parttime, internship, contract
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├── is_remote (bool)
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├── results_wanted (int): number of job results to retrieve for each site specified in 'site_type'
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├── easy_apply (bool): filters for jobs that are hosted on LinkedIn
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├── country_indeed (enum): filters the country on Indeed
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```
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### JobPost Schema
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```plaintext
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JobPost
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├── title (str)
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├── company (str)
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├── job_url (str)
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├── location (object)
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│ ├── country (str)
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│ ├── city (str)
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│ ├── state (str)
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├── description (str)
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├── job_type (enum): fulltime, parttime, internship, contract
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├── compensation (object)
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│ ├── interval (enum): yearly, monthly, weekly, daily, hourly
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│ ├── min_amount (int)
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│ ├── max_amount (int)
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│ └── currency (enum)
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└── date_posted (date)
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```
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## Supported Countries for Job Searching
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### **LinkedIn**
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LinkedIn searches globally & uses only the `location` parameter
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### **ZipRecruiter**
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ZipRecruiter searches for jobs in US/Canada & uses only the `location` parameter
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### **Indeed**
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For Indeed, the `country_indeed` parameter is required. Additionally, use the `location` parameter and include the city or state if necessary.
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You can specify the following countries when searching on Indeed (use the exact name):
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| | | | |
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|------|------|------|------|
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| Argentina | Australia | Austria | Bahrain |
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| Belgium | Brazil | Canada | Chile |
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| China | Colombia | Costa Rica | Czech Republic |
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| Denmark | Ecuador | Egypt | Finland |
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| France | Germany | Greece | Hong Kong |
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| Hungary | India | Indonesia | Ireland |
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| Israel | Italy | Japan | Kuwait |
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| Luxembourg | Malaysia | Mexico | Morocco |
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| Netherlands | New Zealand | Nigeria | Norway |
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| Oman | Pakistan | Panama | Peru |
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| Philippines | Poland | Portugal | Qatar |
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| Romania | Saudi Arabia | Singapore | South Africa |
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| South Korea | Spain | Sweden | Switzerland |
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| Taiwan | Thailand | Turkey | Ukraine |
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| United Arab Emirates | UK | USA | Uruguay |
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| Venezuela | Vietnam | | |
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## Frequently Asked Questions
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---
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**Q: Encountering issues with your queries?**
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**A:** Try reducing the number of `results_wanted` and/or broadening the filters. If problems persist, [submit an issue](#).
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---
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**Q: Received a response code 429?**
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**A:** This indicates that you have been blocked by the job board site for sending too many requests. Currently, **ZipRecruiter** is particularly aggressive with blocking. We recommend:
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- Waiting a few seconds between requests.
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- Trying a VPN to change your IP address.
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**Note:** Proxy support is in development and coming soon!
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---
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