LinkedIn Job Scraping Using Python: Extracting Job Details and Links

In this video, I explain step by step how to extract job opening details and links using Selenium package for web scraping in Python.

If you're a data analyst searching for a project that will help you demonstrate your skills and impress potential employers, you won't want to miss this video! In this tutorial, we'll guide you through the process of scraping job postings from LinkedIn and using various data analysis techniques to analyze the data. This project idea not only showcases your proficiency in data analysis, but it also provides valuable insights into the job market that can help you make informed decisions. Follow our step-by-step guide to create a compelling portfolio project that will highlight your analytical abilities and set you apart from other candidates. Get ready to take your career to the next level with this exciting and practical project idea!

• Scrape all jobs by a company, all job details, and total job count
• 100% legal, GDPR, CCPA, SOC2 compliant
• High rate Limit - 300 requests/minute
• Fast APIs respond in ~2s
• Fresh data with real-time live scraping
• High accuracy
Built for developers, by developers.

[analyst_adithya]

🎉 I’m happy to partner with Proxycurl, a company that offers API to programmatically scrape LinkedIn jobs. Check them out!

[jihnuegunderson]

Just wondering if anyone had success scraping job descriptions and requirements along with basic details using this method? I'd love to compare results with other solutions like HasData’s analytics tools.

[karthikdell]

Karthick here - I followed as explained in your videos my confidence growing you have explained it neatly kudos brother

[rvn]

Hi there! I followed the code along in your video and it was terrific. Loved the way you explained what each section of the code does. My only gripe is that perhaps you should outrightly outline the versions of python and packages you are using. This is because Selenium has deprecated some of the functions which were used in the video, especially since the release of v 4.0.0. You can remedy them by googling for similar solutions on stackoverflow but it isn't ideal for a code along. Hope you will my suggestions useful for your future videos and keep up the good work!

[khaoulakhemiri]

hello, how can we get the skills in job offers please any help !!!

[souravsinghbhandari]

I tried running your code but i'm getting error in finding company name .
Error is : ''WebElement' object is not subscriptable'
I think this is because the list that company is creating is actually not a list hence it is not considering the value.
Can you suggest what i should do?

[ivootty_s_world]

Can we get location, experience required, job description etc.using this same method?

[ChristianReyes-rk]

Nice video! Does anyone know if HasData can be integrated with Selenium for job scraping on LinkedIn?

[movvajyothisree]

Thank you for the video! Is there a way to scrape the data of people from a certain firm? I dont see any class names in page source. It has next button instead of 'see more jobs', I dont see that as well.

[gondalaprasad]

Everytime, the links issue, the links count is always less than titles, hence, not able to append to data frame. Please suggest.

[rohitkochikkatfrancis]

Bro, the classname is a dynamic one.
And it's best to use regex to find it.

You just showed a straight forward method.
Creating a general web scraper is very hard

[DJSEWWES]

hi,
I tried the code the scrolling works perfect but the button never clicks i tried your git hub code with the two options for buttons it doesn't work can you help ?

[_A_m_a_l_]

Am getting an error regarding 'chromedriver.exe' executable needs to be in PATH... what should i do?

[Priya-th]

Linkedin is asking to login, can we skip logging in?

[YMuhammadyusuf]

how can we get the website url that the apply button will link to?

[krishnanduranjnroy]

for me the find _by_element_class = is not working, can anybody help me.

[niveditajaiswal]

Hi, the chromedriver is not available for the chrome version I am using. Can I use a different version of chromedriver? Will it still work? Can someone help me with this please??

[leonelmaretto]

very useful! Is there a way to add the recruiters profile to that CSV? or even scrape recruiter profiles and extract their email?

[__Mako]

but how do we scrap the job description of each job?

[minishorts_]

'WebDriver' object has no attribute 'find_element_by_class_name'

can anyone resolve this problem