Using AI to Rewrite Your Resume? Here’s What to Check Before You Apply
Practical guidance emphasizes factual accuracy, privacy, resume readability and careful review of AI-assisted application materials
September 23, 2026 — As artificial intelligence becomes increasingly common in the job application process, a new practical guide highlights steps job seekers can take before submitting an AI-assisted resume, including verifying employment details, reviewing personal information, checking document formatting and confirming that every qualification can be supported by actual experience.
AI tools can help applicants organize information, improve wording and compare resumes with job descriptions. However, the guide emphasizes that technology should assist with presentation rather than create qualifications, responsibilities, achievements or professional experience that an applicant cannot substantiate.
“AI can help make application materials clearer and easier to review, but the underlying information still needs to represent the applicant accurately. “Job seekers should review every important statement, number, job title and skill before submitting a final resume.”
Start With an Accurate Record
Before using an AI writing tool, applicants can create a factual record of their employment history, including job titles, employers, dates, responsibilities, projects and tools used.
For each position, applicants can identify what they actually did, their individual contribution and any measurable result that can be supported.
Recent graduates can include relevant internships, class projects, volunteer activities and part-time employment. Career changers can also describe transferable responsibilities while keeping their original job titles and work settings accurate.
For example, a classroom assignment should remain identified as coursework rather than being presented as professional consulting experience. Likewise, a team accomplishment should not automatically become an individual achievement.
Use AI for Editing, Not Invention
Applicants can reduce the risk of unsupported additions by giving AI tools clear instructions about what information may be changed.
One example is:
“Rewrite these notes as two short resume bullet points. Use only the facts supplied. Do not add job titles, skills, leadership responsibilities, numbers or results. Flag missing details as questions instead of filling them in.”
Even with a detailed prompt, applicants should compare the AI-assisted version against their original information and review every new or modified claim.
Privacy should also be considered before uploading resume information. Confidential employer information, customer details and unnecessary personal information can be removed or replaced with placeholders.
One resume service, Astr, describes English-language resume creation and job-description comparison on its website. Its materials also emphasize the Saudi market, so applicants pursuing positions in other markets should review wording, personal-information requirements and application instructions before using such a service.
Keep the Original Experience Accurate
A strong resume rewrite can make experience easier to understand without changing what actually happened.
For example, “Helped with a research project” could become a more specific statement if the underlying facts show that a student organized 60 survey responses in Excel and created charts for a team presentation during a semester-long class project.
Similarly, “Helped the manager with schedules” could be rewritten to explain that the employee prepared weekly schedule updates using coworkers' availability in a shared spreadsheet for manager approval.
In both examples, the wording becomes more specific while the applicant's actual role remains unchanged.
Compare the Resume With the Job Posting
Applicants should separate required qualifications from preferred qualifications when reviewing a job posting. Each relevant requirement can then be matched with evidence from the applicant's actual experience.
A missing qualification should be treated as a gap rather than an invitation to create a fictional match.
Job-posting terminology can be useful when it accurately describes an applicant's background. However, applicants should avoid adding software, certifications, responsibilities or skills they cannot explain.
Important distinctions should remain clear. Coursework is not the same as professional certification. Exposure to a technology does not necessarily mean proficiency. Assisting with a project is different from leading it.
Review Titles, Numbers and Language
Before submitting an AI-assisted resume, applicants can conduct a final factual review of three areas.
Titles and scope: Compare job titles, dates and responsibilities with the original employment record. Particular attention should be given to verbs such as “directed,” “managed” and “owned” when the actual role involved supporting another person or team.
Numbers and outcomes: Check quantities, dates, percentages and calculations. A team result should not automatically be presented as an individual accomplishment, and an outcome should not be attributed to a person's work without reasonable evidence.
Language: Replace generic phrases such as “results-driven professional” with specific descriptions of work performed. Applicants should also remove jargon they would have difficulty explaining during an interview.
A useful question for every resume bullet is: What did I do, how did I do it, and what evidence supports this wording?
Understand Resume Readability and ATS Processing
Resume readability, document parsing and candidate selection are related but separate considerations.
Readability concerns whether a person can easily understand a document. Parsing concerns how software extracts information from the file. Selection concerns how an employer evaluates an application against the requirements of a particular position.
A straightforward, single-column layout can make a resume easier to read and process. Applicants can use clear section headings, consistent dates and an appropriate type size while avoiding unnecessary graphics, complicated tables and overly dense formatting.
Greenhouse’s parsing guidance explains that resume information may be extracted into candidate-profile fields and identifies formatting elements that can interfere with parsing, including columns, graphics, complex tables and certain contact-information placements.
A parsing issue should therefore be treated as a document-processing problem rather than automatic evidence that an applicant has been rejected.
Applicants can perform a basic text check by selecting and copying resume content into a plain-text document. Missing words, unusual spacing or scrambled reading order may reveal formatting problems.
Understand What an ATS Does
An applicant tracking system, commonly called an ATS, can support multiple parts of the hiring process.
Workday’s overview of applicant tracking systems describes functions that can include collecting applications, filtering candidates, supporting evaluation and coordinating interviews. Hiring processes and applicant-tracking configurations can differ between organizations.
Improving the technical readability of a resume does not establish that an applicant meets an employer's requirements. The resume still needs to accurately demonstrate relevant qualifications and experience.
Treat Resume Scores as Feedback
Applicants may encounter resume tools that provide scores based on formatting, keywords, job-description comparisons or other criteria.
Such a score should not automatically be treated as a universal hiring score because third-party resume checkers can use methodologies that differ from an employer's software, settings and evaluation process.
Instead of focusing only on the number, applicants can review the underlying recommendations. They can determine whether an important skill is missing despite having relevant experience, whether a section is unclear or whether their background is accurately connected with the position.
Suggestions that require false or unsupported claims should not be adopted simply to increase a software-generated score.
Check the Exact File Before Applying
Before submitting a resume, applicants can use the following checklist:
Accuracy: Verify job titles, dates, qualifications, responsibilities and numbers against the original record.
Contact information: Check the name, phone number and email address, and test professional-profile or portfolio links.
Readable text: Review headings, spacing, page breaks and selectable text.
File requirements: Follow the employer's requested file format, size limit and naming instructions.
Final version: Reopen the exact file that will be uploaded and remove placeholders, comments and tracked changes.
Application fields: Review information automatically transferred from the resume and correct any errors before submitting.
The final question is straightforward: Can a recruiter understand what the applicant actually did, and can the applicant confidently support every statement in the document?
As AI-assisted resume writing becomes more common, careful human review remains an important part of preparing an accurate job application.
About Workday
Workday is a provider of enterprise cloud applications for finance and human resources. Its technology supports organizations in areas including human resources, talent and workforce management. Workday also provides information about applicant tracking systems and related hiring processes through its online resources.
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