In my years hiring at Google, one of the most reliable signals that an application was going to disappoint came from the first paragraph of a resume.
Not a typo. Not poor formatting. The language of the wrong career level.
A director-level candidate writing about their personal output rather than the output of the function they led. A VP-level applicant listing execution tasks where strategic decisions should have been. A team lead describing their individual contribution in a role that required demonstrating people leadership.
The experience may have been real. The level it was written at sent the wrong signal.
Why Seniority Signal Matters
Recruiters are not just screening for skills. They are screening for fit at a specific level in a specific function. The language you use to describe your work is the fastest proxy available for that assessment.
This is not a superficial preference. An individual contributor who is excellent at executing and an individual contributor who is ready to lead a team have done genuinely different kinds of work — even if their job titles look similar. The resume needs to reflect that difference, not obscure it.
Jobscan's analysis of 2.5 million applications found that job title matching alone produced a 10.6 times higher interview rate. The language you use about your work is a form of that matching — it signals whether you belong at the level the role requires.
Source: Jobscan State of the Job Search, 2025. jobscan.co/state-of-the-job-search
The ATS Layer — and Its Limits
Here is something worth understanding about how ATS systems are evolving: the platforms are getting better at reading functional context, not just keywords. Modern ATS tools — and the AI layers being added to them — are increasingly configured to look for signals of seniority and scope, not just the presence or absence of specific words.
That means keyword stuffing a director-level resume with strategic-sounding terms, while the underlying bullet points describe task-level work, is becoming less effective as a tactic. The system is getting smarter. So is the human who reads what the system surfaces.
The only sustainable approach is to genuinely write at the right level — which means understanding what work at that level actually looks like and surfacing the evidence of it from your experience.
What Each Level Actually Looks Like in Writing
Individual Contributor (0–5 years)
The resume is about personal output. What you built, delivered, analysed, or managed directly. Recruiters expect specific evidence of execution capability: tools used, results achieved, contributions made to team or project outcomes.
Red flag: extensive description of team or company outcomes without clear personal contribution. If a recruiter cannot tell what you personally did, the application reads as vague.
Manager / Team Lead (5–10 years)
The resume should show leverage — your ability to produce outcomes through people and process, not just personal effort. Reference team size, what you built or inherited, and the outcomes that resulted from your decisions about how to direct the team.
Red flag: a long list of personal execution tasks with no evidence of decision-making, people development, or team outcomes. This is the most common mistake for candidates reaching up to management roles.
Director / Senior Manager (10–15 years)
The frame shifts to function-level ownership. You are not running a team — you are owning a domain. Revenue responsibility, budget ownership, cross-functional influence, and hiring decisions belong on this resume. The language shifts from managed to led, owned, built, and defined.
Red flag: too much emphasis on operational detail — how things were done rather than what was decided and why.
VP and Above
The resume is almost entirely about organisational direction and business outcomes. Market positioning, revenue impact, board-level communication, strategic decisions at company scale. Bullet points should reference scope: revenue ranges, market size, headcount, business context.
Red flag: describing the function without referencing the business outcomes it shaped.
The Reach-Up Problem
The trickiest scenario is a candidate applying for a role above their current level. The temptation is to list everything you have done and hope the recruiter sees the potential. That approach rarely works.
What works is identifying the experiences in your background most aligned to the level you are targeting — even if they were smaller parts of your previous roles — and leading with those.
If you managed two people as part of a broader individual contributor role, that management experience belongs front and centre when you are applying for a team lead position. The IC work drops lower. You are not misrepresenting your history. You are curating which evidence leads, and that is legitimate.
How QriosX Handles Seniority
QriosX's Fit Analysis includes a seniority calibration layer. When you paste in a job description and upload your CV, the tool reads the target seniority level and assesses whether your resume is signalling appropriately for it.
The gap questions in Step 3 are seniority-aware. For IC applications, they surface execution evidence. For management and director-level applications, they prompt for leadership and decision-making experience. For VP-level applications, they focus on scope, scale, and strategic context.
The output resume and cover letter are positioned to match. Not by inventing experience you do not have. By surfacing what you have in the language of the level you are targeting.
