DEV Community: Sarah Mitchell

How to Get Past ATS Filters: End-to-End Playbook (2026)

Sarah Mitchell — Sat, 04 Apr 2026 07:01:00 +0000

Over 98% of Fortune 500 companies use an Applicant Tracking System. Most mid-size companies do too. Your resume hits software before it hits a human - and if it doesn't clear that software, no recruiter ever sees it.

The good news: ATS systems aren't mysterious. They follow a predictable pipeline with known rules. Once you understand the pipeline, you can optimize for each stage.

The ATS Pipeline: What Happens After You Click Apply

Every major ATS (Workday, Greenhouse, Lever, iCIMS, Taleo) follows the same basic pipeline.

Stage 1: Parsing

The ATS ingests your resume and extracts structured data - your name, contact info, work history, education, and skills into separate database fields.

Where resumes fail here: Multi-column layouts, tables, text boxes, headers/footers, and images all cause parsing failures. A resume that looks great in PDF form can be completely unreadable to the parser.

The fix: use a single-column layout with standard section headings.

Stage 2: Keyword Scoring

The ATS compares your extracted data against the job description. It looks for matches between the JD's required skills, tools, and qualifications and what your resume contains.

Modern ATS systems use several matching techniques:

Exact match: "Python" in the JD matches "Python" in your resume
Synonym matching: "JS" matches "JavaScript"; "ML" matches "machine learning"
Contextual weighting: A skill in your skills section scores differently than one buried in a bullet
Recency weighting: Skills used at your current job often score higher than skills from 5 years ago

Stage 3: Ranking

The ATS ranks all applicants. Keyword score is the primary factor, but the system also considers years of experience, education level, location, and application date.

Stage 4: Recruiter Queue

For a popular role, there might be 200-500 applicants. The recruiter typically reviews the top 20-50 before shortlisting 5-10 for phone screens. Resumes at the bottom may never be opened.

The 3 Levers That Improve ATS Outcomes

Every successful ATS optimization comes down to three levers. Nail one and ignore the others and you'll still get filtered out.

Lever 1: Formatting (Parser Success)

If the parser can't read your resume, nothing else matters.

Formatting Rules:

✓ Single-column layout - no tables, text boxes, or multi-column sections
✓ Standard section headings: "Experience," "Education," "Skills" - not "My Journey" or "Toolbox"
✓ PDF or .docx format (check what the portal requests)
✓ No images, icons, charts, or graphics
✓ No headers or footers for critical info
✓ Standard fonts: Inter, Calibri, Arial, Garamond
✓ 10-12pt body text
✓ Consistent date format: "Jan 2023 - Present"

Think of formatting as the prerequisite. It doesn't score you points - it prevents you from losing them.

Lever 2: Keyword Coverage (Match Score)

This is the lever with the most direct impact on your ATS ranking.

The process:

Extract keywords from the JD - every skill, tool, technology, certification, and methodology mentioned
Audit your resume - check which keywords appear and which are missing
Fill the gaps - add skills you genuinely have but forgot to include
Match exact phrasing - if the JD says "CI/CD pipelines," use that exact phrase, not just "continuous integration"

	Low Coverage	High Coverage
Skills section	Generic broad terms	Mirrors JD requirements
Tools	Missing JD-specific tools	Specific tools and versions named
Tailoring	Same resume sent everywhere	Tailored per application
Keyword placement	Skills section only	Both skills section AND bullets
Typical match	30-50%	70-85%

Aim for 70%+ on required keywords and 40%+ on preferred keywords.

Lever 3: Measurable Impact (Recruiter Conversion)

Clearing the ATS gets your resume in front of a recruiter. But the recruiter decides in about 6 seconds whether to keep reading.

No Measurable Impact	Measurable Impact
Responsible for managing cloud infrastructure	Migrated 40+ services to AWS ECS, cutting infra costs 35%
Worked on improving deployment processes	Reduced deploy time from 45 min to 8 min with GitHub Actions
Helped with database optimization	Optimized PostgreSQL queries, improving p95 latency from 1.2s to 180ms

Measurable impact serves two purposes: it survives the recruiter's 6-second scan, and it gives the ATS additional keyword context embedded naturally in results-oriented sentences.

End-to-End ATS Checklist

Formatting (Parser Stage)

Single-column layout, no tables or text boxes
Standard section headings
PDF or .docx as requested
No images, icons, charts, or decorative elements
Contact info in body text, not in header/footer regions
Consistent date format throughout

Keyword Coverage (Scoring Stage)

Listed all required skills/tools from JD
70%+ of required keywords appear on resume
Keywords appear in BOTH skills section and bullet points
Used exact JD phrasing
Job title mirrors JD title closely

Impact (Recruiter Stage)

80%+ of bullets start with a strong action verb
50%+ of bullets contain a number or metric
No vague phrases ("responsible for," "helped with," "assisted in")

Final Check

Resume is 1-2 pages
File name: "FirstName-LastName-Resume.pdf"
Ran an ATS score check to verify keyword coverage

5 ATS Myths That Hurt Your Applications

Myth 1: "ATS systems automatically reject resumes"
They don't reject - they rank. But if you're ranked 250th out of 300 applicants, the effect is the same.

Myth 2: "Hide keywords in white text"
Modern ATS systems detect hidden text. Some flag it as manipulation. Recruiters also view resumes in plain text - they'll see it.

Myth 3: "Only submit .docx files"
Every major ATS parses both PDF and .docx accurately. A properly exported PDF works fine. Use whichever format the portal suggests.

Myth 4: "ATS penalizes you for applying to multiple roles"
There's no automatic penalty. But applying to 10+ unrelated roles at the same company signals lack of focus. Stick to 2-3 closely related roles.

Myth 5: "Fancy templates hurt your ATS score"
Design doesn't hurt - unparseable structure does. Color, bold text, and clean typography are fine. What breaks parsing is multi-column layouts, tables, and text boxes.

The 15-Minute Workflow Per Application

Start with your base resume (3 min) - keep a master resume, copy it for each application
Extract JD keywords (3 min) - list every required skill, tool, and qualification
Tailor your skills section (3 min) - reorder to match JD priorities, add missing keywords
Strengthen 3-5 bullets (4 min) - weave in JD keywords, add metrics, replace vague language
Run an ATS score check (2 min) - verify 70%+ keyword coverage

Candidates who spend 15 minutes tailoring for 10 jobs get more callbacks than candidates who spend 5 minutes sending the same resume to 50 jobs.

Getting past ATS filters isn't about gaming a system. It's about presenting your real experience in a way that both software and humans can quickly parse, match, and evaluate.

Fix your formatting, cover the right keywords, and quantify your impact. Do all three and you'll clear the filter every time.

Want to see exactly where your resume stands? WriteCV's ATS checker gives you a keyword match score against any job description, with specific gaps and suggested rewrites.

200+ Resume Action Verbs That Get Results (by Category)

Sarah Mitchell — Sat, 04 Apr 2026 06:01:08 +0000

Recruiters spend roughly 6 seconds scanning your resume. The first word of every bullet point is prime real estate.

Starting with "Responsible for" or "Helped with" signals passive involvement. Starting with "Architected" or "Accelerated" signals ownership and impact.

ATS systems also care about verb choice. Strong action verbs push your score higher because they indicate measurable, active work rather than vague participation.

Beyond ATS, the right verb does three things at once: it tells the recruiter what you did, implies your level of seniority, and sets up the result that follows.

"Managed a team of 12 engineers" and "Coordinated with a team of 12 engineers" describe very different levels of responsibility, even though the rest of the sentence is identical.

200+ Action Verbs by Category

Below are 10 categories of action verbs, each with 15–20 options and example bullets. Pick verbs that match both your actual role and the job description you are targeting.

Leadership & Management Verbs

Verbs: Led, Directed, Managed, Oversaw, Supervised, Mentored, Coached, Championed, Orchestrated, Spearheaded, Mobilized, Delegated, Steered, Cultivated, Recruited, Empowered, Governed, Unified, Scaled, Elevated

Example Bullets:

Led a cross-functional team of 14 engineers and designers to deliver a platform migration 3 weeks ahead of schedule
Mentored 6 junior developers through quarterly skill assessments, with 4 earning promotions within 18 months
Orchestrated company-wide transition to agile methodology across 5 departments, improving sprint velocity by 35%

Technical & Engineering Verbs

Verbs: Architected, Built, Engineered, Developed, Implemented, Automated, Deployed, Optimized, Debugged, Refactored, Integrated, Configured, Migrated, Programmed, Prototyped, Containerized, Provisioned, Benchmarked, Instrumented, Modernized

Example Bullets:

Architected event-driven microservices platform handling 2M+ daily transactions with 99.97% uptime
Automated CI/CD pipeline for 8 services, reducing deployment time from 45 minutes to under 5 minutes
Refactored legacy monolith into 12 domain-bounded microservices, cutting p95 latency by 60%

Communication & Collaboration Verbs

Verbs: Presented, Communicated, Negotiated, Facilitated, Authored, Documented, Briefed, Advocated, Collaborated, Persuaded, Articulated, Liaised, Mediated, Corresponded, Reported, Consulted, Conveyed, Clarified

Example Bullets:

Negotiated vendor contracts worth $2.4M annually, securing 18% cost reduction without service degradation
Presented quarterly performance reviews to C-suite, translating technical metrics into business outcomes for 3 product lines

Analytical & Research Verbs

Verbs: Analyzed, Evaluated, Assessed, Researched, Investigated, Audited, Forecasted, Measured, Quantified, Modeled, Diagnosed, Surveyed, Validated, Benchmarked, Identified, Mapped, Tested, Interpreted, Examined, Calculated

Example Bullets:

Analyzed 3 years of customer churn data across 50K accounts, identifying 4 key risk factors that informed a retention strategy reducing churn by 22%
Forecasted quarterly revenue within 3% accuracy using regression models built on 5 years of historical sales data

Creative & Design Verbs

Verbs: Designed, Created, Conceptualized, Illustrated, Produced, Crafted, Launched, Branded, Redesigned, Composed, Visualized, Storyboarded, Curated, Styled, Directed, Envisioned, Iterated, Sketched

Example Bullets:

Redesigned checkout flow based on A/B testing with 12K users, increasing conversion rate from 2.1% to 3.8%
Conceptualized and produced brand identity system for product launch reaching 500K users in the first quarter

Sales & Marketing Verbs

Verbs: Generated, Acquired, Converted, Prospected, Closed, Upsold, Marketed, Promoted, Expanded, Captured, Penetrated, Targeted, Positioned, Pitched, Retained, Segmented, Amplified, Monetized, Outperformed, Accelerated

Example Bullets:

Generated $3.2M in new pipeline through outbound prospecting, exceeding quarterly quota by 140%
Expanded enterprise account portfolio from 12 to 31 clients within 18 months, growing ARR by $1.8M

Operations & Project Management Verbs

Verbs: Streamlined, Coordinated, Executed, Standardized, Consolidated, Centralized, Restructured, Scheduled, Prioritized, Tracked, Maintained, Administered, Allocated, Improved, Systematized, Expedited, Reduced, Eliminated, Aligned, Delivered

Example Bullets:

Streamlined procurement workflow for 200+ vendors, reducing average purchase order cycle time from 14 days to 5 days
Consolidated 3 regional warehouses into 1 centralized distribution center, cutting logistics costs by $420K annually

Finance & Accounting Verbs

Verbs: Budgeted, Forecasted, Reconciled, Audited, Allocated, Appraised, Balanced, Projected, Diversified, Maximized, Minimized, Secured, Reduced, Invested, Verified, Reported, Administered, Underwritten

Example Bullets:

Reconciled monthly accounts across 14 cost centers totaling $8M, achieving zero discrepancies for 6 consecutive quarters
Reduced annual operating expenses by $1.2M through vendor renegotiation and spend category analysis

Healthcare & Clinical Verbs

Verbs: Diagnosed, Treated, Administered, Assessed, Monitored, Rehabilitated, Prescribed, Triaged, Counseled, Educated, Documented, Coordinated, Examined, Immunized, Stabilized, Discharged, Screened, Advocated

Example Bullets:

Triaged and assessed 40+ patients per shift in a Level 1 trauma center, maintaining 98% accuracy on acuity classification
Educated 300+ patients annually on chronic disease management, contributing to a 15% improvement in medication adherence scores

Education & Training Verbs

Verbs: Taught, Instructed, Developed, Trained, Facilitated, Tutored, Evaluated, Assessed, Mentored, Guided, Designed, Adapted, Differentiated, Integrated, Motivated, Supervised, Lectured, Graded, Organized, Planned

Example Bullets:

Developed and delivered AP Chemistry curriculum for 120 students, achieving a 92% exam pass rate (vs. 68% national average)
Trained 45 new hires across 3 quarterly cohorts, reducing average onboarding time from 6 weeks to 3.5 weeks

Verbs to Avoid on Your Resume

Some words have become so overused that they signal nothing. Others are inherently passive.

Weak Verb	Problem	Replace With
"Responsible for"	Job description, not an accomplishment	Led, Built, Managed, Designed
"Helped"	Implies assistance, not ownership	Collaborated, Contributed, or name the actual work
"Worked on"	Vague	Developed, Redesigned, Analyzed
"Assisted with"	Same as "helped"	Name what you specifically did
"Was involved in"	Passive, undefined	Anything specific
"Utilized"	Just say "Used"	Better: describe what you built with the tool
"Handled"	Generic	Resolved, Processed, Prioritized
"Participated in"	Shows presence, not contribution	Anything active

The pattern: weak verbs describe presence, not action. Every bullet should answer "What did you do?" and "What happened because of it?"

How to Match Verbs to the Job Description

The best action verbs aren't just strong in isolation — they match the language the employer already uses.

Highlight verbs in the job posting. If the listing says "drive revenue growth," use "Drove" rather than "Contributed to."
Mirror the seniority level. Junior roles use "Supported," "Contributed." Senior roles use "Directed," "Spearheaded," "Championed."
Map your experience to their priorities. If they emphasize cross-functional collaboration, lead with "Partnered," "Aligned," "Facilitated." If execution, use "Delivered," "Launched," "Shipped."

Tips for Varying Your Verbs

One verb, one appearance. Used "Managed" already? Replace the next with "Directed," "Oversaw," or "Coordinated."
Rotate across categories. Mix leadership verbs with technical and analytical ones within a single role.
Match the verb to the result. "Increased revenue by 40%" pairs with "Drove" or "Generated." "Cut deployment time by 80%" pairs with "Automated" or "Streamlined."
Read your bullets aloud. If they sound repetitive, they read even worse on paper.
List every verb before submitting. Any duplicate gets replaced.

Strong verbs set up the action - strong numbers prove the result. Together, they're what separate resumes that get interviews from resumes that get skipped.

If you want to see how your current resume bullets are actually scoring, WriteCV gives you an honest ATS score with per-bullet feedback (not the inflated 90+ scores most tools give everyone).