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 typically runs 30-40 minutes and uses scenario-based problem resolution, estimation and quantitative reasoning, constraint-based optimization, root cause analysis exercises and multi-step solution design, set at 3 difficulty levels. It is scored on the areas below, so knowing what is measured is most of the preparation.
- Problem decomposition and root cause analysis
- Generating multiple solution approaches for a given problem
- Evaluating trade-offs between competing solutions
- Quantitative reasoning and estimation
Five free practice assessments a month with a scored report. No card required.
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 own candidates
Paste a job description and Cohesyve generates a role-specific version, with a scoring rubric. Each candidate gets different questions, so nothing can be shared.
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 · Practice for candidates
Practise a problem-solving assessment before the real one
Run the same kind of AI-scored assessment, get a report on where you lost marks, and go in knowing what to expect.
5
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5 free assessments a month · No card required · Pro from $16/mo
For hiring teams
Hiring for this rather than applying? Cohesyve builds a role-specific assessment for candidates from your job description, with the rubric to score it.
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