LinkedIn OptimizationJun 23, 20269 min read
LinkedIn Skills & endorsements that get past filters — for Data Scientists
Skills & Endorsements That Get Past Filters is the highest-leverage 30-minute fix on your LinkedIn. Below is the checklist plus before-and-after examples.
Why this section matters
LinkedIn's recruiter search heavily weights skills & endorsements that get past filters when matching candidates to open roles, especially for data scientist searches. Getting it right pulls inbound interest from companies you'd otherwise have to cold-apply to.
Before & after
- Before: vague title, no keywords, generic verbs.
- After: Data Scientist · specialty + outcome, in the searchable format recruiters filter on.
15-minute fix checklist
- Swap job-description bullets for quantified wins.
- Add skills that match your target job descriptions, then reorder the top three.
- Request two recommendations that mention outcomes, not personality.
- Update your banner with a one-line value statement.
- Comment thoughtfully on three posts in your target industry this week.
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