![]() Grabbing additional results should be viable with a web driver like Selenium, however ), and finicky location filtering. ![]() The bad thing is that LinkedIn makes it difficult to scrape through various methods such as rate limiting as mentioned earlier, pagination and preventing access to different pages through request parameters (when you load new jobs by scrolling down, you can see a request has been made with the parameter “&start=”, but putting this into your request will result in it being redirected to “&start=0”. The good thing about scraping LinkedIn is that you don’t need authorization to browse jobs. All configuration exists within a YAML config file in the project directory. Of course, these search options allow us to scrape for any type of full-time job as well. They are also able to query specifically for jobs posted in the last day, week, or month, and also specify substrings that we want to require/blacklist in the job title/description. Users are able to specify multiple LinkedIn search strings to use such as “software engineer intern” and “program management intern”, as well as multiple locations such as “San Francisco” and “New York City”. Currently, output is being written to a file, and you can check out the text files within the project repository for example internship listings it found. Unfortunately, LinkedIn’s rate limiting slows the process considerably and prevents us from utilizing asyncio to its fullest potential, but it was a good opportunity to get experience writing asynchronous code in Python. The web scraper is written in Python and utilizes aiohttp and asyncio to make multiple HTTP requests simultaneously and Beautiful Soup for scraping functionality. With this in mind, I wrote something that I wish I had when applying for internships late last year: a web scraper that pulls from LinkedIn as well as GitHub repositories such as. New opportunities are being posted every day from July to January and it’s important to apply as soon as possible to maximize chances of getting a response, but it’s a pain to check for new postings. If you’re a student applying to internships for the summer, it can be a chore - not just filling out applications, but also finding them. This content originally appeared on Level Up Coding - Medium and was authored by Kevin Guo
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