Analytics & Data Action VerbsAll Action Verbs
High-Impact Synonyms for "Analyzed" on Your Resume
To examine data, trends, or user behaviors methodically in order to extract actionable business insights.
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Better Alternatives to "Analyzed" & Example Bullet Points
Evaluated
Power VerbWhen to use: Use when assessing product performance, vendor proposals, or system benchmarks.
Example: "Evaluated 4 cloud database vendors on throughput and latency, selecting MongoDB to save $40K annually."
Synthesized
Power VerbWhen to use: Use when combining multiple unstructured data sources into unified executive dashboards.
Example: "Synthesized customer churn telemetry across 3 SaaS platforms into a real-time Looker dashboard for VP of Growth."
Uncovered
Power VerbWhen to use: Use when identifying hidden bottlenecks, novel user trends, or fraudulent transaction patterns.
Example: "Uncovered a checkout conversion funnel dropoff in mobile Safari, restoring $180K in lost monthly revenue."
Audited
Power VerbWhen to use: Use for financial accounts, codebases, security postures, or regulatory compliance reviews.
Example: "Audited 50+ microservices repositories for obsolete dependencies and closed 14 critical CVE vulnerabilities."
Quantified
Power VerbWhen to use: Use when converting subjective user feedback into measurable metrics and engineering milestones.
Example: "Quantified user onboarding friction across 2,000 onboarding sessions, proposing 3 UX fixes that lifted retention by 14%."
Weak Phrases to Avoid
Do not start bullet points with these passive phrases:
- Looked into data
- Did analysis on
- Was tasked with analyzing
Resume Writing Tips
- Connect analysis directly to the business outcome: Action (Evaluated) -> Tool (SQL/Python) -> Finding (Bottleneck) -> Value ($ Saved / % Improved).