The CV isn’t dead. It is just being asked to prove things it was never designed to prove.
For most hiring processes, a CV is still useful. It gives a fast view of career history, roles, companies, domains, progression and the kind of work a candidate says they have done. It helps a recruiter decide where to look more closely.
The problem starts when the CV becomes the main evidence for a hiring decision.
That gap matters more in 2026. LinkedIn’s Future of Talent report says global hiring remains about 30% below pre-pandemic levels while applications per applicant are about 30% higher. More applications do not automatically create more certainty. They create more claims, more context and more information that needs to be interpreted.
AI adds another layer. Gartner found that 39% of candidates surveyed had used AI during the application process; among those candidates, 54% used it to generate text for a résumé or CV. That does not mean an AI-assisted CV is dishonest. It means polished wording is becoming easier to produce, so writing quality is a weaker proxy for work quality than it used to be.
At the same time, employers are moving toward skills-first hiring. SHRM’s 2026 research found that relevant work experience and demonstrated skills and competencies now rank among the most important factors in hiring decisions, ahead of educational background. Seventy percent of HR professionals surveyed expect skills-first practices to play a larger role in hiring decisions over the next three years.
The implication is not “stop using CVs.” It is simpler: use the CV for context, then validate the signals that actually matter for the role.
What a CV Can Still Tell You
A good CV can answer useful first-pass questions. Has this person worked in the relevant domain? Have they operated at a comparable level of complexity? Is there evidence of progression? What technologies, functions or markets appear repeatedly in their background? Which parts of their experience deserve a deeper conversation?
That makes the CV valuable as a map.
But a map is not the journey. A CV can tell you where to look; it cannot, on its own, tell you whether the candidate can reproduce the same level of performance in your environment.
That is where assessment starts.
Five Signals to Validate Beyond the CV
1. Demonstrated capability
A CV can list a skill. It cannot prove the level at which the candidate can use it.
The useful question is not simply, “Have you done this before?” It is, “Can you show evidence that you can solve the kind of problem this role actually requires?”
For a software engineer, that may mean discussing a technically comparable problem and the constraints behind the solution. For a sales leader, it may mean unpacking how a pipeline was built, which assumptions changed and which part of the result was repeatable. For a senior operator, it may mean walking through a decision where there was no obvious answer.
Where appropriate, a work sample, portfolio review or practical exercise can add useful evidence. The exercise should be job-relevant and proportionate to the role. The goal is not to create a longer hiring process. It is to test the capability that is expensive to assume.
2. Actual ownership
“Led,” “built,” “scaled” and “owned” can describe very different levels of responsibility.
A strong CV often compresses a team effort into a few lines. That is normal. The interview needs to expand those lines again.
Ask what the candidate personally owned, which decisions were theirs, what other people were responsible for, and where their authority started and stopped. If a project succeeded, understand what changed because of their contribution specifically.
This matters even more in senior hiring. Two candidates can have nearly identical titles and company names while having completely different scope, decision rights and exposure to risk.
3. Decision-making
Experience is not only what happened to a candidate. It is what they decided to do with the situation they were in.
This is one of the most useful differences between a polished profile and a strong hire.
Ask about trade-offs. What options did they consider? What did they reject? Which constraint mattered most? What information was missing? What would they change if they made the same decision again?
Structured interviews help make this comparison more consistent. The U.S. Office of Personnel Management recommends asking candidates the same job-related questions and evaluating answers against the same standards, rather than relying on an unstructured conversation and overall impression.
The point is not to turn every interview into an exam. It is to make sure candidates are being compared on evidence that matters to the job.
4. Motivation for this specific move
A candidate can be highly capable and still be wrong for the opportunity.
Motivation matters because the same role can represent a step forward for one person and a frustrating mismatch for another. Compensation is only one part of that decision. Scope, autonomy, team quality, business stage, learning, stability and leadership expectations can all matter.
A useful screening conversation should answer why this move makes sense now, what the candidate is moving toward and what conditions would make the opportunity unattractive.
This is not about testing whether someone is “enthusiastic enough.” It is about understanding whether the role and the candidate’s actual priorities line up before both sides invest more time.
5. Operating-context fit
“Culture fit” is often too vague to be useful. A more practical question is whether the environment in which the candidate has succeeded resembles the environment they are joining — and where it does not.
Consider team size, company stage, pace, level of ambiguity, decision-making structure, available support, stakeholder complexity and how much process already exists.
Someone who performs brilliantly inside a mature enterprise may still be a poor fit for a role that requires building the function from scratch. The reverse is also true. A startup operator who thrives with little structure may find a highly regulated environment unnecessarily restrictive.
The objective is not to find someone who feels familiar. It is to understand whether the conditions behind previous performance are likely to transfer.
A Better Screening Process Does Not Need to Be Longer
The answer to weaker CV signal is not simply adding more interview stages.
A stronger process can be more disciplined without becoming more complicated.
Start by defining the outcomes the person must deliver in the first 6–12 months. From those outcomes, identify the few capabilities that actually matter. Use the CV to form hypotheses about where the candidate may have demonstrated them. Then test those hypotheses using the same core questions and clear evidence standards across candidates.
When a role justifies it, add one job-relevant work sample, portfolio review or scenario. Avoid generic homework that measures patience more than performance.
Most importantly, record what is known and what is still uncertain. A shortlist should not imply that every candidate is perfect. It should explain why each person is there, what evidence supports the recommendation and what still needs to be validated.
That is a more useful hiring signal than a strong-looking CV alone.
A Practical Checklist Before Moving a Candidate Forward
Before advancing someone, the hiring team should be able to answer:
- Which must-have capabilities have we actually seen evidence for?
- What did this person personally own in the examples we are relying on?
- Which important decisions did they make, and what trade-offs did they manage?
- Why does this move make sense for them now?
- How similar — or different — is the environment where they succeeded from ours?
- What important assumption about this candidate is still unverified?
If most of those answers still begin with “the CV says…”, the screening is not finished.
The CV’s Role Has Changed
The CV is still useful. It remains one of the fastest ways to understand a candidate’s professional context and decide what deserves a closer look.
But it should be treated as a starting point, not proof.
In a market where application volume is higher, skills-first hiring is growing and AI can improve the presentation of an application in minutes, the hiring advantage comes from better validation.
The goal is not to distrust candidates. It is to make fewer assumptions.
Use technology to discover relevant people and reduce repetitive work. Use structured human assessment to understand capability, ownership, judgment, motivation and operating context.
That is how a strong profile becomes a defensible hiring decision.
If you are hiring for a senior or critical role where the CV looks strong but the decision still feels uncertain, Talando can help define what evidence needs to be validated before the shortlist reaches the final interview.