Spot overused resume buzzwords, AI clichés, and passive openers.

Why recruiters skip it: Informal cliché that tells recruiters nothing about your technical or operational skills.

Better approach: Show a process, tool, or documentation improvement you initiated without being asked.

Why recruiters skip it: Reads like a copied job description telling what you were supposed to do, not what you achieved.

Better approach: Start the bullet with an active past-tense verb (Built, Managed, Reduced, Negotiated).

Why recruiters skip it: Frequently flagged by human recruiters as a telltale default word from unedited AI prompts.

Better approach: Use a direct analytical verb: analyzed, audited, investigated, or mapped.

Why recruiters skip it: Reads like promotional copy rather than factual career evidence.

Better approach: State the outcome directly with a number or concrete deliverable.

Why recruiters skip it: Metaphorical LLM phrasing that never belongs in a professional resume or cover letter.

Better approach: Name the actual systems, teams, or disciplines you combined.

Why recruiters skip it: Overused in AI-rewritten resumes for every routine task, making it hard to tell what you actually owned.

Better approach: Say led, launched, designed, or built, and name the team size or scope.

Why recruiters skip it: Corporate jargon that obscures which teams worked together and what changed.

Better approach: Name the partner teams (e.g., "Partnered with Sales and Legal to shorten contract review by 4 days").

Why recruiters skip it: Often inserted by AI rewriters when a simpler operational verb is clearer.

Better approach: Use coordinated, scheduled, directed, or migrated.

Why recruiters skip it: Stock AI cover-letter filler that asserts attitude instead of proving work quality.

Better approach: Show reliability through tenure, SLA attainment, safety record, or repeat client retention.

Why recruiters skip it: Claims you care about results without naming a single result.

Better approach: Delete the adjective and put a real metric in your summary or first bullet.

Why recruiters skip it: Every applicant claims to work well with others; the phrase carries zero screening weight.

Better approach: Describe a cross-functional project, code review rotation, or shift coverage outcome.

Why recruiters skip it: One of the most repeated phrases across resumes; recruiters look for proof of accuracy instead.

Better approach: Cite audit pass rates, zero-defect releases, reconciliation accuracy, or QA coverage.

Why recruiters skip it: Tells the reader your record is proven instead of showing the evidence.

Better approach: Replace with the specific multi-year metric (e.g., "Exceeded quota in 7 of 8 quarters").

Why recruiters skip it: Worn-out idiom that hides the actual problem you solved.

Better approach: Explain the constraint you faced and the practical workaround you built.

Why recruiters skip it: Generic summary opener that wastes the first five words of your resume.

Better approach: Lead with your exact role title, years of experience, and core domain.

Why recruiters skip it: Frames your work as passive assignments handed to you rather than ownership.

Better approach: Lead with the action you took and the resulting operational change.

Why recruiters skip it: Stiff corporate substitutes for "used" that add syllables without adding precision.

Better approach: Write "used" or name the specific technical action (e.g., "queried in SQL", "modeled in Python").

Why recruiters skip it: Vague quantifiers that hide the real scale of your work.

Better approach: Replace with an exact count or honest range (e.g., "across 6 regional warehouses").