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109
README.md
109
README.md
@@ -8,8 +8,8 @@ work with us.*
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## Features
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- Scrapes job postings from **LinkedIn**, **Indeed**, **Glassdoor**, **Google**, & **ZipRecruiter** simultaneously
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- Aggregates the job postings in a Pandas DataFrame
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- Proxies support
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- Aggregates the job postings in a dataframe
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- Proxies support to bypass blocking
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@@ -33,12 +33,11 @@ jobs = scrape_jobs(
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google_search_term="software engineer jobs near San Francisco, CA since yesterday",
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location="San Francisco, CA",
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results_wanted=20,
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hours_old=72, # (only Linkedin/Indeed is hour specific, others round up to days old)
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country_indeed='USA', # only needed for indeed / glassdoor
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hours_old=72,
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country_indeed='USA',
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# linkedin_fetch_description=True # get more info such as full description, direct job url for linkedin (slower)
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# linkedin_fetch_description=True # gets more info such as description, direct job url (slower)
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# proxies=["208.195.175.46:65095", "208.195.175.45:65095", "localhost"],
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)
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print(f"Found {len(jobs)} jobs")
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print(jobs.head())
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@@ -68,7 +67,7 @@ Optional
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├── search_term (str)
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├── google_search_term (str)
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| search term for google jobs. This is is only param for filtering google jobs.
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| search term for google jobs. This is the only param for filtering google jobs.
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│
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├── location (str)
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│
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@@ -88,7 +87,7 @@ Optional
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| number of job results to retrieve for each site specified in 'site_name'
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│
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├── easy_apply (bool):
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| filters for jobs that are hosted on the job board site
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| filters for jobs that are hosted on the job board site (LinkedIn easy apply filter no longer works)
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│
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├── description_format (str):
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| markdown, html (Format type of the job descriptions. Default is markdown.)
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@@ -133,46 +132,6 @@ Optional
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| - easy_apply
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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
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├── company
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├── company_url
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├── job_url
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├── location
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│ ├── country
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│ ├── city
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│ ├── state
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├── description
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├── job_type: fulltime, parttime, internship, contract
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├── job_function
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│ ├── interval: yearly, monthly, weekly, daily, hourly
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│ ├── min_amount
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│ ├── max_amount
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│ ├── currency
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│ └── salary_source: direct_data, description (parsed from posting)
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├── date_posted
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├── emails
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└── is_remote
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Linkedin specific
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└── job_level
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Linkedin & Indeed specific
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└── company_industry
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Indeed specific
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├── company_country
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├── company_addresses
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├── company_employees_label
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├── company_revenue_label
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├── company_description
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└── company_logo
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```
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## Supported Countries for Job Searching
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### **LinkedIn**
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@@ -219,7 +178,18 @@ You can specify the following countries when searching on Indeed (use the exact
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---
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**Q: Why is Indeed giving unrelated roles?**
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**A:** Indeed is searching each one of your terms e.g. software intern, it searches software OR intern. Try search_term='"software intern"' in quotes for stricter searching
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**A:** Indeed searches the description too.
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- use - to remove words
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- "" for exact match
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Example of a good Indeed query
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```py
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search_term='"engineering intern" software summer (java OR python OR c++) 2025 -tax -marketing'
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```
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This searches the description/title and must include software, summer, 2025, one of the languages, engineering intern exactly, no tax, no marketing.
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---
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@@ -231,8 +201,41 @@ You can specify the following countries when searching on Indeed (use the exact
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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
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persist, [submit an issue](https://github.com/Bunsly/JobSpy/issues).
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### JobPost Schema
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---
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```plaintext
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JobPost
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├── title
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├── company
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├── company_url
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├── job_url
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├── location
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│ ├── country
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│ ├── city
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│ ├── state
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├── description
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├── job_type: fulltime, parttime, internship, contract
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├── job_function
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│ ├── interval: yearly, monthly, weekly, daily, hourly
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│ ├── min_amount
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│ ├── max_amount
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│ ├── currency
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│ └── salary_source: direct_data, description (parsed from posting)
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├── date_posted
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├── emails
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└── is_remote
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Linkedin specific
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└── job_level
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Linkedin & Indeed specific
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└── company_industry
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Indeed specific
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├── company_country
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├── company_addresses
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├── company_employees_label
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├── company_revenue_label
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├── company_description
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└── company_logo
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```
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