Resume Keywords That Get Past ATS, By Industry.

The robot isn't reading your mind

I spent four years building the exact keyword dictionaries our recruiters used in Greenhouse. Most candidates assume the ATS is some hyper-intelligent AI grading their worthiness. It isn't. It is a dumb matching engine looking for very specific text strings. The system does not understand nuance. It does not read between the lines. It just scans for the exact words the hiring manager typed into the search bar. If you don't have those exact words, you don't exist.

If the hiring manager asks for 'Kubernetes', the system looks for 'Kubernetes'. It does not give you credit for 'container orchestration'. You have to spell it out. This is where most smart people fail. They assume their high-level descriptions imply the underlying skills. The ATS does not make assumptions. It just returns a binary yes or no. You either match the query or you fail the screen.

They try to sound strategic. They write paragraphs about their leadership philosophy. The recruiter just wants to know if you can use Salesforce. Give them the nouns. Stop wasting space on soft skills that every other candidate claims to have. Focus on the tangible tools, platforms, and methodologies that actually define the day-to-day work. The person reading your resume has six seconds to decide if you move forward. Make it easy for them.

Tech and Engineering: Stop hiding your stack

Software engineers love to talk about impact. That is great for the interview. It is terrible for the initial screen. When I ran SRE hiring, our sourcers literally just ran boolean searches in Ashby for specific tools. They did not read your bullet points. They just looked at the highlighted search terms. If your resume did not light up like a Christmas tree with the right tech stack, you went into the reject pile. We missed good people this way. But we had to filter the noise.

If you used Terraform, say Terraform. Do not say 'infrastructure as code'. We needed to know you could hit the ground running. The keywords here are always the exact technologies, frameworks, and protocols. Don't group them into generic categories. List them out. The ATS is literally just a giant database query. You need to provide the exact data points it is querying for. If you used React, write React. If you used Vue, write Vue.

Include the versions if they matter. 'Python 3' is better than just 'Python' if the job description specifically asks for it. Don't make the recruiter guess. They won't. They have three hundred other resumes to look at. Make it painfully obvious that you have the exact technical background they need. This is not the time to be humble or vague. Be explicit about your technical capabilities.

• Bad: Managed cloud infrastructure deployments.
• Good: Deployed AWS EC2 and S3 infrastructure using Terraform.
• Bad: Wrote backend services.
• Good: Built REST APIs using Node.js and Express.

Finance and Accounting: Certifications are king

In finance, the ATS is looking for acronyms. CPA, CFA, FINRA Series 7. These are binary filters. You either have them or you don't. If a role requires a CPA, the recruiter will set up a hard filter in Workday. If those three letters are not on your resume, a human will never see it. Put your certifications right at the top. Do not bury them at the bottom of page two. Make them the first thing the parser sees.

If you are a candidate for a senior analyst role, Workday is going to scan for financial modeling terms. 'DCF', 'LBO', 'variance analysis'. These are the hard skills that prove you actually do the work. Don't just say you 'analyzed financial data'. That means nothing. Specify the exact types of models you built and the specific financial software you used to build them. Did you use Excel? Say Excel. Did you use Bloomberg Terminal? Say it.

Soft skills like 'detail-oriented' are a waste of space. Every accountant is detail-oriented. Tell me you know GAAP compliance. Tell me you can build a three-statement model. The finance industry runs on very specific regulatory frameworks and reporting standards. Your resume needs to reflect that reality. Use the exact terminology found in the job description. If they ask for SOX compliance, make sure SOX is on your resume.

Healthcare and Nursing: Licenses and specialties

Healthcare recruiting is heavily regulated. Taleo is set up to instantly reject anyone missing the mandatory licenses. RN, BSN, BLS, ACLS. Put these right at the top. Hospitals cannot legally hire you without them. The ATS is configured to enforce these legal requirements before a recruiter even opens your file. Make sure your license numbers and expiration dates are clearly visible. Do not make the credentialing team hunt for your basic qualifications.

Beyond licenses, you need the exact names of the electronic health record (EHR) systems you use. Epic, Cerner, Meditech. Hospitals do not want to spend three months training you on their software. If they use Epic, they want to hire someone who already knows Epic. Mentioning the specific EHR system is often the difference between getting a call and getting ignored. It shows you can start working immediately without a massive learning curve.

Also include your specific unit experience. 'ICU', 'Med-Surg', 'ER'. A general 'registered nurse' keyword isn't enough. The hiring manager needs to know your exact clinical environment. Patient ratios, trauma levels, and specific patient populations are all highly searchable keywords. Be as specific as possible about the type of care you provide. If you worked in a Level 1 Trauma Center, that needs to be a prominent keyword.

Marketing and Sales: Metrics and platforms

Marketers are the worst offenders with buzzwords. 'Growth hacker' means nothing to Lever. The ATS wants to see the actual platforms you use. HubSpot, Marketo, Google Analytics, Salesforce. Marketing is increasingly technical. You need to prove you can operate the machinery. List the specific CRM, CMS, and analytics tools you use daily. If you ran paid ads, specify if it was Google Ads or Meta Ads. The distinction matters.

Sales resumes need revenue keywords. 'Quota attainment', 'ARR', 'B2B enterprise sales'. These are the terms sales directors tell recruiters to find. They don't care if you are a 'people person'. They care if you can close deals. Use the exact sales methodologies your target company uses. MEDDIC, Challenger, SPIN. These are massive green flags for a sales recruiter. They show you understand the structured process of selling.

Don't just say you increased sales. Say you 'exceeded $1.2M ARR quota'. The numbers themselves act as keywords. They show you understand the language of the business. When a recruiter searches for a senior account executive, they often include a minimum revenue target in their boolean string. Make sure your numbers are easy to find and clearly labeled. Vague claims of success will not trigger the ATS filters.

The myth of the 'white text' trick

Every few months, someone on TikTok claims you should paste the entire job description in white text at the bottom of your resume. Do not do this. It is a terrible idea. It might have worked in 2008. It does not work today. Modern ATS platforms are designed to catch this exact behavior. It makes you look dishonest and desperate. It is the fastest way to get permanently blacklisted from a company.

Modern systems like iCIMS strip all formatting when they parse your document. The recruiter just sees a massive block of text at the end of your resume. You look ridiculous. The system converts everything to plain text. Your secret white text becomes glaringly obvious black text. The recruiter will instantly reject you for trying to game the system. They want candidates who actually have the skills, not candidates who know how to change font colors.

Just weave the keywords naturally into your bullet points. It takes slightly more effort. But it actually works. Read the job description carefully. Highlight the hard skills and specific tools they mention. Then, rewrite your bullet points to include those exact terms. It is not a trick. It is just good communication. Show them you have the experience they need by using the language they use to describe it.

Creative and Design: Portfolios and software

Designers often think their portfolio speaks for itself. It does, but only if a human actually clicks the link. Before that happens, the ATS needs to see the right software keywords. Figma, Adobe Creative Suite, Sketch, InVision. These are the gatekeepers. If a company is a Figma shop, they will search for Figma. If you only list 'UI/UX design', you might get filtered out before they even see your beautiful case studies.

Don't forget the specific design methodologies. 'Design systems', 'user research', 'wireframing', 'prototyping'. These are the functional keywords that show you understand the entire design process, not just making things look pretty. Recruiters are looking for evidence that you can integrate with their existing product teams. Using the right terminology proves you speak their language.

Even in creative fields, hard skills matter. If you know HTML/CSS, list it. If you have experience with specific accessibility standards like WCAG, include that. These technical keywords often serve as tie-breakers between two equally talented designers. The more specific you can be about your toolkit, the better your chances of passing the initial automated screen.

Examples

Here is how you translate generic fluff into hard ATS keywords. Notice how the strong versions focus on specific tools and methodologies.

Walk-away

Stop overthinking the algorithm. The ATS is just a text-matching tool used by overworked recruiters. Give them what they are looking for.

Frequently asked questions

Related

• ATS resumes: what they actually check →
• 200+ resume action verbs →
• How to quantify achievements →
• How to tailor your resume to a job →
• Browse resume examples by role →

— Marcus Webb. Ran SRE hiring at a 1500-person infrastructure company; built internal ATS keyword guides for four years.