Resume Keywords by Job Title: Examples and a Practical Guide

Resume keywords are terms that describe relevant skills, tools, qualifications and responsibilities. They help explain how your experience relates to a job, and some recruiting systems allow searches for them. For example, Greenhouse documents full-text resume keyword search. That does not reveal which searches or screening rules a particular employer will use.

Below are vocabulary examples for 54 roles, followed by a method for choosing terms from a specific posting. The tables are starting points, not a measured list of the most searched terms or a promise of passing an ATS. Include only skills and qualifications you actually have.

Use these categories to review the posting. The priority comes from the employer's stated requirements and your relevant experience, not a universal keyword weight.

These illustrative terms relate to the roles below and link to our corresponding resume examples. They are not based on a published, counted job-posting study and do not describe a private employer filter. Several are alternatives: a role may use one platform rather than all those listed.

Use the target posting to narrow the list. For regulated work, check the exact qualification and location requirements; a keyword is not a substitute for a required license or authorization. Include version numbers or credentials only when they match your experience.

Related resume examples: Account Executive example; Account Manager example; Customer Success Manager example; Retail Manager example; Sales Associate example; Sales Director example; Store Manager example.

Related resume examples: Administrative Assistant example; Bank Teller example; Chief Operating Officer example; Executive Assistant example; Office Manager example; Receptionist example.

Related resume examples: Android Developer example; Embedded Software Engineer example; Entry-Level Python Developer example; Entry-Level Software Developer example; Entry-Level Software Engineer example; Front End Developer example; Full Stack Developer example; Game Developer example; Java Developer example; Junior Software Developer example; Programmer example; Salesforce Developer example; Web Developer example.

Related resume examples: Architect example; Civil Engineer example; Mechanical Engineer example.

Related resume examples: Business Analyst example; Engineering Manager example; IT Manager example; Management Consultant example; Product Designer example; Product Owner example; Program Manager example; Project Coordinator example; Project Manager example; Scrum Master example; Technical Writer example.

Related resume examples: Data Analyst example; Data Engineer example; Data Entry Specialist example; DevOps Engineer example; Entry-Level Cloud Engineer example; Entry-Level Data Analyst example; Network Engineer example; Quality Engineer example; Systems Administrator example; Systems Engineer example.

Related resume examples: Dental Assistant example; Medical Assistant example; Pharmacy Technician example.

Related resume examples: Teacher example.

Choose placement for clarity. A skills section summarizes knowledge; an experience bullet explains where you used it. The table below gives writing recommendations, not documented scoring weights.

Start with the target posting. Comparing similar roles can help you recognize terminology, but it does not override the requirements of this employer.

A repeatable process:

For example, two Data Analyst postings may emphasize different tools. One might ask for SQL and Looker; another for Python and Tableau. Emphasize the relevant experience you actually have in each application. Our guide to building a base resume and tailored versions explains how to organize those drafts.

Tools and qualifications are easy to name precisely: Python, Salesforce, a specific license or a named certification. Include the full credential name and acronym when they help the reader, and distinguish a completed credential from one in progress.

For skills such as communication or leadership, give an example of what you did. "Led a cross-functional team of six" explains more than a bare adjective, but even that example needs the task or responsibility to become useful.

• Tools: name the product you used, with the relevant version or specialization if needed.
• Methods: explain how you applied the method rather than listing terminology you only recognize.
• Credentials: give the exact credential you hold and relevant status, without implying a license from a keyword alone.
• Working skills: describe a decision, collaboration or service example that demonstrates the skill.

This is a writing approach, not a claim that every ATS gives these categories a particular score.

A role vocabulary list cannot know the priorities of a particular opening. A Data Analyst job might emphasize dbt and Looker, while another asks for Tableau and experimental analysis. Use the tables as reminders, then return to the actual posting.

Relevant experience can still be valuable even when the posting does not use the same words. There is no universal rule that an unmentioned skill earns nothing. Explain the connection where it helps, and avoid filling the page with unrelated tools simply because they appear in a master list.

Keep the resume readable and honest. Hidden text, including white text on a white background, can become visible when text is selected or extracted. It also creates a mismatch between what you appear to say and what you included in the file. Do not use it to claim skills or copy a job posting invisibly.

There is no universal requirement to repeat a keyword two or three times. Name a skill where it naturally belongs, and repeat it only when another example adds useful context. A clear skills list and a relevant bullet may both mention the same tool; neither needs an artificial frequency target.

Read the page aloud to catch unnatural repetition. Our common resume mistakes guide offers other revision checks.

A keyword becomes more informative when you explain the work behind it. Compare these fictional examples:

• Vague: "Experienced with Salesforce."
• Specific: "Configured Salesforce automation for a 12-person sales team, replacing a manual follow-up checklist."

The second explains the contribution and scope. It does not prove an employer will rank the resume higher. Add a measured result only if you can support it; otherwise a concrete description is enough.

A useful bullet structure is action, task, relevant tool and outcome or scope. Use it to communicate your own work rather than force a number into every sentence.

Start a bullet with a verb that accurately describes your part in the work, then name the task and relevant skill. For example:

• Built: built, designed, launched, developed, implemented, automated
• Improved: reduced, increased, streamlined, upgraded, simplified
• Led: led, managed, coordinated, mentored, supervised
• Analyzed: analyzed, forecasted, modeled, measured, evaluated, tested
• Supported: assisted, advised, resolved, documented, trained

These are writing options, not a list of verbs that pass a software filter. Keep a repeated verb when it is the most accurate word.

Keep a base resume as a record of your experience, then review a version for each target role in Roleframe. Compare the posting with the draft and decide which accurate skills, responsibilities and examples deserve emphasis.

Treat any job-fit feedback as Roleframe's assessment, not access to an employer's private filters. Check suggested wording for invented experience or figures, make the edits you agree with and inspect the export before sending it. A checklist can help you prepare an application while a posting is open without skipping verification.

Compare the resume with the actual requirements. A scanner can help identify terms to inspect, but its percentage depends on its own method. There is no universal 70%, 75% or 80% target that certifies a resume for an employer.

• Required qualifications: confirm whether you meet them. A missing license is different from forgetting to mention one you hold.
• Relevant wording: if you use a full term and the posting uses an acronym, consider including both once where helpful.
• Evidence: connect important skills to a truthful responsibility, project or result.
• Readability: remove repetition and make the relevant experience easy to find.

If you do not meet a requirement, do not add it to improve a score. Decide honestly whether your other experience supports an application. For layout checks, see the ATS resume format guide.