"Responsible for", "worked on", and "helped with" describe presence, not impact. Replace them with action verbs that lead with what you actually drove.
Recruiters and ATS systems both treat these as low-signal filler. Cut and replace.
For roles where you led people, projects, or initiatives.
Led Directed Managed Oversaw Spearheaded Headed Supervised Coordinated Orchestrated Drove Steered Championed Mentored Coached Trained Onboarded Hired Promoted Reorganised Restructured Aligned Influenced Persuaded
For builders. ATS systems flag these positively for engineering JDs.
Architected Designed Built Developed Engineered Implemented Deployed Shipped Released Migrated Refactored Optimised Scaled Automated Integrated Debugged Patched Decoupled Modularised Containerised Orchestrated Provisioned Configured Instrumented Benchmarked Hardened Reviewed Pair-programmed
Analysed Modeled Forecasted Predicted Quantified Measured Surveyed Investigated Evaluated Validated Audited Benchmarked A/B tested Visualised Synthesised Interpreted Diagnosed Identified Uncovered Profiled
Closed Sold Negotiated Pitched Won Acquired Retained Renewed Upsold Cross-sold Converted Generated Sourced Prospected Qualified Forecasted Quota-attained Exceeded Outperformed Expanded
Launched Positioned Branded Repositioned Targeted Segmented Captured Drove Acquired Activated Retained Converted A/B tested Optimised Scaled Authored Produced Promoted Distributed Syndicated
Planned Scheduled Forecasted Resourced Sequenced Coordinated Streamlined Consolidated Standardised Documented Process-mapped Reduced Eliminated Improved Delivered Launched Rolled out Commissioned Decommissioned Migrated
Reconciled Audited Reviewed Forecasted Budgeted Allocated Consolidated Reported Filed Closed Modeled Valued Negotiated Restructured Capitalised Hedged Diversified Recovered Reduced Saved
Triaged Assessed Diagnosed Treated Administered Stabilised Monitored Charted Documented Counselled Educated Coordinated Advocated Resuscitated Performed Operated Examined Intervened Reviewed Audited
Taught Instructed Trained Coached Tutored Lectured Facilitated Delivered Designed Authored Published Assessed Graded Mentored Supervised Counselled Inspired Motivated Differentiated
Resolved Handled De-escalated Recovered Restored Renewed Retained Onboarded Trained Documented Triaged Diagnosed Investigated Identified Improved
Strong bullets pair an action verb with a measurable outcome. Always follow with a number.
Reduced [process] from X to Y, saving [time / cost / effort]Increased [metric] by Z percent through [your action]Cut [cost / latency / cycle time] by Z percentGrew [metric] from A to B in [timeframe]Eliminated [waste / bug class / risk] worth [quantified value]Saved [hours / dollars / FTEs] by [your action]Generated [revenue / pipeline / leads] worth [amount]Recovered [accounts / users / revenue] worth [amount]