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Python script automates daily LinkedIn job search to target fresh, low-competition listings

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A developer has shared a roughly 40-line Python pipeline that automates daily LinkedIn job searches, filtering for postings under 24 hours old with fewer than 10 applicants. The tool uses an Apify Actor to query LinkedIn's job search API and return structured results without requiring manual login or browser cookies. Key fields such as job ID, workplace type, and promotion status are parsed to deduplicate listings and surface only new roles each day. The script is designed to solve the timing disadvantage job seekers face when applying to postings that have already accumulated hundreds of candidates. By running the pipeline automatically each morning, users can consistently identify and apply to roles before applicant volume makes screening less thorough.

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