Hard skills – specialized knowledge

Verification of hard skills based on the example of marketing knowledge

How to check if a candidate has the required knowledge before inviting them for an interview – without wasting hours on unsuitable candidates.

8 minutes Simulation interview Turn-based text mode Polish

Problem

Recruitment situation

Hard skills are seemingly the easiest element of candidate assessment – just ask, right? The problem is that candidates know what you're looking for and respond accordingly. A CV is full of tools, certifications, and "advanced knowledge" – but the true level of knowledge is revealed only when the candidate is faced with a specific problem, without the ability to prepare a perfect answer.

Talkrank verifies hard skills in a simulated interview where the candidate doesn't answer the recruiter's questions—they must demonstrate their knowledge in a practical context. The AI asks situational questions, delves deeper, and doesn't give up on general answers. Candidates can't "cram" answers—they can only demonstrate what they actually know and understand. Below is an example scenario for a marketing specialist position, who must answer specific questions about strategy, analytics, and campaign planning.

Scenario

Talkrank Conversation Settings

Conversation type

Conversation simulation

Mode

Turn-based – text

The language of conversation

Polish

The role of AI in conversation

–

Difficulty level

–

Talk time

10 turns

AI conversation context used in this scenario:

Your task is to assess the candidate's knowledge of online marketing. Ask questions at an intermediate level. Ask about basic marketing metrics and verify familiarity with marketing tools and channels. Also, test conceptual and strategic thinking – ask some situational questions so the candidate demonstrates strategic thinking and planning. Ask questions sequentially – one question per turn, and don't refer to the candidate's answers as correct – simply ask one question after another.

What does this scenario verify?

Knowledge of marketing tools and channels
Strategic thinking and campaign planning
Data analytics and interpretation
Knowledge of performance metrics (KPI, ROAS, CTR)

This is what the scenario configuration looks like in the Talkrank panel:

Conversation

Fragment of a simulation conversation

The data is sample and serves only to illustrate the platform's capabilities.

Results

Sample candidate scoring

After the interview, Talkrank automatically generates a candidate assessment report. The image below shows a sample session result – a final score of 6/10 marked "Failed" (the pass threshold selected in the scenario was 70%), a detailed assessment of two criteria (Substantive Knowledge and Process Knowledge with weights of 5 and 3), a summary of the interview highlighting strengths and weaknesses, and specific recommendations for the candidate. Each report can be downloaded as a PDF.

The data is sample and serves only to illustrate the platform's capabilities.

The effect of using the scenario

This is a sample demo session. In a real-world recruitment process, the results depend on the number of candidates, the evaluation criteria adopted, and the specifics of the scenario – each process provides different, measurable data for making a recruitment decision.

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