How to Write a Resume That Balances Technical Jargon and Plain Language for ATS

Writing a resume that passes the Applicant Tracking System (ATS) while still sounding natural to a hiring manager is a tightrope walk. Too much industry‑specific jargon can trip the parser, but an overly generic document may be ignored by recruiters looking for expertise. In this guide we’ll break down the science of ATS parsing, the psychology of plain language, and give you a step‑by‑step workflow—complete with checklists, do‑and‑don’t lists, and real‑world examples—so you can craft a resume that satisfies both machines and humans.

Why the Balance Matters

• ATS algorithms scan for exact keyword matches, but they also evaluate readability scores and format consistency. A 2023 study by Jobscan found that resumes with a Flesch‑Kincaid readability score above 60 had a 23% higher interview rate.
• Hiring managers spend an average of 6‑7 seconds on an initial scan (Source: TheLadders). If your resume is riddled with acronyms and buzzwords, those seconds are wasted.
• Your brand suffers when you either under‑sell (no technical depth) or over‑sell (incomprehensible jargon). The sweet spot showcases expertise in plain language that anyone—engineer, recruiter, or CEO—can grasp.

Step‑by‑Step Guide to Crafting the Perfect Blend

1. Gather Core Keywords

1. Job description mining – Highlight required skills, tools, and certifications.
2. Industry keyword tools – Use Resumly’s free Buzzword Detector to spot overused terms.
3. Competitor analysis – Pull 3‑5 top resumes from LinkedIn and note recurring phrases.

Pro tip: Export the list to a spreadsheet and rank by relevance (high, medium, low).

2. Write a Plain‑Language Draft

• Start with simple sentences that describe what you did, how you did it, and the impact.
• Avoid abbreviations unless they are universally recognized (e.g., SQL, API).
• Use the active voice and quantify results.

Example (technical heavy):

Implemented a micro‑services architecture leveraging Docker, Kubernetes, and CI/CD pipelines to reduce latency by 35%.

Plain‑language rewrite:

Designed a new system using containers and automated deployment tools, cutting response time by 35%.

3. Re‑inject Technical Jargon Strategically

4. Run an ATS Check

Upload your draft to Resumly’s ATS Resume Checker. The tool will:

• Highlight missing keywords.
• Score readability.
• Flag unsupported fonts or graphics.

5. Polish Readability

• Aim for short sentences (≤20 words).
• Use bullet points for achievements.
• Run the Resume Readability Test and target a score of 70+.

Do’s and Don’ts Checklist

Do

• Do match at least 80% of the job description keywords.
• Do quantify results (e.g., "increased sales by 15%")
• Do keep formatting simple: standard fonts, left‑aligned text, no tables.
• Do use plain language for the majority of each bullet.

Don’t

• Don’t over‑stuff keywords (spam‑like). ATS may penalize.
• Don’t use obscure acronyms without explanation.
• Don’t embed graphics, images, or complex tables.
• Don’t write paragraphs longer than three sentences.

Real‑World Example: Transforming a Tech‑Heavy Bullet

Original (tech‑heavy):

Architected a serverless solution on AWS Lambda, integrated with DynamoDB, S3, and CloudWatch for real‑time analytics, achieving 99.9% uptime.

Rewritten (balanced):

Designed a serverless system on AWS Lambda that stored data in DynamoDB and files in S3, monitored by CloudWatch. Result: 99.9% uptime and real‑time analytics.

Notice how the rewritten version keeps the essential technical terms but adds a clear, concise explanation.

Internal Resources to Accelerate Your Resume

• AI Resume Builder – Generate a first draft that already balances jargon and clarity.
• Resume Roast – Get AI‑powered feedback on tone and readability.
• Job‑Match – See how well your resume aligns with specific postings.
• Career Guide – Deep‑dive articles on industry‑specific resume strategies.

Mini‑Conclusion: The Power of Balance

By following the steps above, you’ll produce a resume that passes ATS filters while communicating your expertise in plain language. The main keyword—How to Write a Resume That Balances Technical Jargon and Plain Language for ATS—is now embodied in every section of your document.

Frequently Asked Questions (FAQs)

1. How many technical keywords should I include?

Aim for 8‑12 high‑impact keywords that appear in the job posting. Over‑loading beyond that can look spammy.

2. Can I use a graphic résumé for creative roles?

Yes, but keep a plain‑text version for ATS submissions. Upload both to Resumly’s Auto‑Apply feature.

3. What readability score is ideal?

A Flesch‑Kincaid score of 70‑80 balances simplicity and professionalism.

4. Should I list every programming language I know?

List only those relevant to the role and where you have hands‑on experience. Use the Skills Gap Analyzer to prioritize.

5. How often should I update my resume?

After every major project, certification, or role change—ideally quarterly.

6. Does the ATS read bullet points the same as paragraphs?

Yes, but bullet points are easier for both ATS and recruiters to parse.

7. Can I use the same resume for different industries?

Customize the keyword section for each industry; the plain‑language core can stay the same.

8. What if my resume still isn’t getting interviews?

Run a Resume Roast, check your LinkedIn profile generator, and consider a cover‑letter tailored to the role using Resumly’s AI Cover Letter feature.

Final Thoughts: Your Resume as a Bridge

Balancing technical jargon with plain language isn’t a compromise—it’s a strategic bridge between machines and people. By identifying core keywords, drafting in clear prose, and re‑injecting technical terms where they add value, you create a document that talks to the ATS and converses with the recruiter. Leverage Resumly’s AI tools to automate the heavy lifting, but remember the human touch: storytelling, quantifiable impact, and readability.

Ready to transform your resume? Start with the AI Resume Builder and let Resumly guide you from jargon‑heavy to job‑ready in minutes.