mirror of https://github.com/Bunsly/JobSpy
100 lines
4.3 KiB
Markdown
100 lines
4.3 KiB
Markdown
# JobSpy
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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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### Installation
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`pip install python-jobspy`
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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 jobscrape import scrape_jobs
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import pandas as pd
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jobs: 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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results_wanted=10
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)
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if jobs.empty:
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print("No jobs found.")
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else:
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#1 print
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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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print(jobs)
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#2 display in Jupyter Notebook
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# display(jobs)
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#3 output to csv
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# jobs.to_csv('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 on LinkedIn that have the 'Easy Apply' option
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```
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### Response Schema
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```plaintext
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JobPost
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├── title (str)
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├── company_name (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)
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├── compensation (object)
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│ ├── interval (CompensationInterval): yearly, monthly, weekly, daily, hourly
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│ ├── min_amount (float)
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│ ├── max_amount (float)
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│ └── currency (str)
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└── date_posted (datetime)
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```
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### FAQ
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#### Encountering issues with your queries?
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Try reducing the number of `results_wanted` and/or broadening the filters. If problems persist, please submit an issue.
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#### Received a response code 429?
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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.
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