Assessment
Problem-Solving Assessment
Evaluate problem-solving skills with AI-powered assessments. Covers analytical reasoning, creative solutions, structured thinking, and decision-making.
The short answer
A problem-solving assessment for hiring typically runs 30-40 minutes, scenario-based problem resolution, estimation and quantitative reasoning, constraint-based optimization, root cause analysis exercises and multi-step solution design, at 3 difficulty levels. Give it after the first screen and before interviews, and score it on the areas below, fixed before you see any answers, so every candidate is judged the same way.
- Problem decomposition and root cause analysis
- Generating multiple solution approaches for a given problem
- Evaluating trade-offs between competing solutions
- Quantitative reasoning and estimation
Paste a job description; Cohesyve builds the assessment and the rubric. Ten candidates free, no card.
About to take a Problem-Solving test? Practise it free →A Problem-Solving Assessment evaluates a candidate's ability to identify, analyze, and resolve challenges using structured and creative approaches. Every role in every organization requires problem-solving, but the quality varies dramatically between candidates. This assessment measures how candidates decompose complex problems, generate actionable solutions, evaluate trade-offs, and adapt when initial approaches fail, providing employers with a reliable signal of on-the-job effectiveness.
Format
What it measures
- Problem decomposition and root cause analysis
- Generating multiple solution approaches for a given problem
- Evaluating trade-offs between competing solutions
- Quantitative reasoning and estimation
- Creative thinking and lateral approaches
- Adapting strategies when faced with new constraints
- Prioritization under resource limitations
- Communicating solutions clearly and persuasively
Cohesyve
Run a Problem-Solving assessment on your next opening
Cohesyve generates a unique task per candidate from your job description, with the scoring rubric attached. Questions differ for every applicant, so they cannot be shared or looked up.
Who takes it
Topics covered
Structured Analysis
- Issue tree and MECE frameworks
- Root cause identification techniques
- Problem scoping and boundary setting
- Hypothesis-driven analysis
- Data gathering prioritization
Quantitative Reasoning
- Fermi estimation problems
- Break-even analysis
- Basic probability and expected value
- Unit economics and growth math
- Sensitivity analysis
Creative Solutions
- Lateral thinking approaches
- Constraint removal and reframing
- Analogical reasoning from other domains
- Iterative prototyping mindset
- First-principles thinking
Decision & Execution
- Prioritization frameworks
- Risk-reward evaluation
- Resource-constrained planning
- Stakeholder alignment on solutions
- Implementation sequencing
Why it is used
For employers
- Predict on-the-job problem-solving effectiveness before hiring
- Identify candidates who can work independently on ambiguous challenges
- AI-generated unique scenarios ensure every candidate faces fresh problems
- Receive detailed breakdowns of analytical, creative, and execution capabilities
- Use alongside technical assessments for a complete picture of candidate potential
For candidates
- Demonstrate how you approach and solve real-world challenges
- Complete the assessment in under 40 minutes
- Show problem-solving style and methodology, not just final answers
- Stand out from candidates who perform well in structured interviews but struggle with ambiguity
Common questions
Do candidates need industry-specific knowledge for this assessment?
No, the assessment is designed to evaluate general problem-solving ability. Scenarios use accessible contexts that do not require specialized industry knowledge. The goal is to measure how candidates think through problems, not what they already know about a particular field.
How is this scored differently from a critical thinking assessment?
Problem-solving assessments emphasize solution generation, trade-off evaluation, and execution planning. Critical thinking assessments focus more on analysis, reasoning quality, and argument evaluation. Together, they provide a comprehensive view of a candidate's cognitive capabilities.
Can this assessment predict job performance?
Research consistently shows that structured problem-solving assessments are among the best predictors of job performance, often outperforming interviews and resume reviews. They measure transferable capabilities that apply across roles and evolving job requirements.
Cohesyve · Skill assessments for hiring
Test Problem-Solving before the first interview
Cohesyve turns a job description into a role-specific assessment with a scoring rubric. Each candidate gets a different version, so questions cannot be shared between applicants.
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5 min
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For candidates
Preparing for a role like this yourself? Practise on the same AI job simulations companies use — 5 free assessments a month, no card required.
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