On Feedback, Hiring Processes, and Broken Learning Loops

One of the most challenging aspects of applying for senior positions today is not rejection itself. Rejection is an unavoidable part of any competitive hiring process.

The more serious problem is what frequently follows it: the absence of actionable feedback.

After investing time in understanding an organisation, tailoring an application and participating in its selection process, candidates are often left with little more than a standard message stating that another applicant was considered a closer match.

In one case, the only explanation I received was:

“German law makes it difficult for employers to provide applicants with comprehensive feedback without fear of repercussions at a later date.”

I understand the legal and risk-management concerns behind that position. Employers may worry that detailed comments could be misunderstood, disputed or used as the basis for a complaint.

Nevertheless, this exposes a structural weakness in many modern recruitment processes:

The learning loop is broken.

Feedback is not the same as contesting a decision

For an experienced professional, requesting feedback does not necessarily mean challenging the result. It can simply mean trying to understand what the selection process revealed.

A useful response might clarify whether the decisive issue was:

• the scale or type of environment previously managed;
• insufficient evidence of a mandatory capability;
• a mismatch between the role’s real scope and the advertised title;
• industry or domain experience;
• leadership style or organisational fit;
• location, language or working arrangements;
• or simply the presence of another candidate whose recent experience was more directly comparable.

None of these explanations requires an employer to disclose confidential information or defend its decision. Even a short, carefully framed observation can help a candidate distinguish between a correctable weakness, a presentation problem and a genuine experience mismatch.

Why the missing feedback matters

Without a meaningful signal, candidates cannot calibrate their search effectively. They do not know whether to improve how they communicate their experience, strengthen a particular capability or stop pursuing a category of role that appears suitable on paper but is interpreted differently by employers.

Application
    |
    v
Assessment
    |
    v
Decision
    |
    v
Useful feedback
    |
    v
Candidate learning and better future alignment
    |
    +------------------------------> Next application

When the feedback stage disappears, the candidate repeatedly enters new processes without knowing what should change. This wastes time for both candidates and future employers.

Organisations lose something as well. A respectful closing conversation can strengthen an employer’s reputation even when the outcome is negative. A generic rejection after a substantial process can produce the opposite impression, particularly when the organisation publicly promotes transparency, continuous improvement and respect for people.

Applying internal leadership principles to recruitment

Technology organisations frequently advocate principles such as:

• continuous improvement;
• blameless learning;
• psychological safety;
• clear and timely communication;
• evidence-based decision-making.

Those principles should not cease to apply at the boundary of the organisation. The hiring process is often a candidate’s first substantial experience of how a company actually behaves.

If teams are expected to learn from incidents, retrospectives and failed experiments, it is reasonable to ask whether recruitment could also provide a modest learning mechanism for the people who invested in it.

Good feedback does not need to be exhaustive. It needs to be honest enough to provide direction, specific enough to be useful and carefully phrased enough to avoid implying that the decision remains open for negotiation.

A practical middle ground

Legal caution and meaningful feedback do not have to be mutually exclusive. Employers could provide a small number of structured observations, clearly presented as non-negotiable feedback rather than an invitation to reopen the decision.

For example:

Decision: We will not proceed with the application.

Primary factor:
We selected candidates with more recent experience in an
environment directly comparable to ours.

Supporting observation:
Your leadership background was relevant, but the application
did not demonstrate enough evidence of the specific operating
model required for this position.

Status:
The decision is final, but we hope this context is useful.

This type of response is concise, respectful and far more useful than a generic rejection. It provides a signal without disclosing another candidate’s information or encouraging an argument about the result.

Closing the loop

Rejection will always be part of recruitment. Not every candidate can be selected, and employers cannot reasonably provide a detailed assessment to every person who submits a CV.

However, once a candidate has progressed far enough for the organisation to make an informed judgement—particularly after interviews or substantial assessment—some degree of meaningful closure should be possible.

Feedback is not merely a courtesy. It is a mechanism for learning, calibration and trust.

As leaders, we regularly ask our teams to examine outcomes, learn from evidence and improve the next iteration. Recruitment deserves the same discipline.

Rejection is part of the process. Silence should not be.

AI Assistance Disclosure

This article is based on my original ideas, experience, analysis and conclusions. Artificial intelligence tools were subsequently used as editorial and research assistants to review grammar and wording, improve structure and presentation, organise some arguments into clearer logical sections, and help review references to legal, regulatory and technical concepts.

Where relevant, factual and regulatory references were checked against the sources cited in the article. AI assistance does not replace professional legal, regulatory, financial or technical advice, and the final selection, interpretation, opinions and conclusions presented here remain my own.