Assessment
Data Analyst Skills Assessment
Evaluate Data Analyst candidates with AI-powered assessments covering SQL, Excel, statistics, visualization, and analytical problem-solving.
The short answer
A data analyst skills assessment typically runs 35-50 minutes and uses sql queries, data interpretation, statistical reasoning, visualization selection, scenario-based analysis and communication exercises, set at 3 difficulty levels. It is scored on the areas below, so knowing what is measured is most of the preparation.
- SQL querying and data extraction
- Excel proficiency (formulas, pivot tables, charts)
- Statistical analysis fundamentals
- Data visualization and dashboard design
Five free practice assessments a month with a scored report. No card required.
A Data Analyst Skills Assessment comprehensively evaluates a candidate's ability to work with data, from querying databases to creating visualizations and deriving actionable insights. This role-specific assessment covers the full range of Data Analyst competencies, helping employers identify candidates who can hit the ground running with data-driven decision support.
Format
What it measures
- SQL querying and data extraction
- Excel proficiency (formulas, pivot tables, charts)
- Statistical analysis fundamentals
- Data visualization and dashboard design
- Data cleaning and quality management
- Business problem-solving with data
- Communication of analytical findings
- Critical thinking and attention to detail
Cohesyve
Run a data analyst skills 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
Data Querying
- Complex SQL joins
- Aggregation and grouping
- Window functions
- Subqueries
- Data transformation
Analysis
- Trend identification
- Cohort analysis
- Funnel analysis
- Segmentation
- Anomaly detection
Visualization
- Chart type selection
- Dashboard design
- Storytelling with data
- Audience-appropriate presentation
- Best practices
Statistics
- Descriptive statistics
- Distributions
- Correlation analysis
- Hypothesis testing
- A/B test interpretation
Why it is used
For employers
- Evaluate the full spectrum of Data Analyst skills in one assessment
- Identify candidates who can both query data and communicate insights
- Reduce time-to-hire by pre-screening technical competencies
- AI-generated unique questions for every candidate ensure fair evaluation
- Detailed skill breakdowns help target interview questions
For candidates
- Showcase your complete Data Analyst skill set in one assessment
- Demonstrate analytical thinking beyond resume bullet points
- Complete in under 50 minutes without lengthy take-home projects
- Stand out with verified, multi-dimensional skill evaluation
Common questions
How is this different from a standalone SQL or Excel test?
This comprehensive assessment evaluates the full range of Data Analyst skills in a single sitting. Rather than testing individual tools, it assesses how candidates combine SQL, statistics, visualization, and communication to solve real business problems.
Is this assessment suitable for junior Data Analysts?
Yes, Cohesyve adapts the assessment difficulty based on the role level specified in the job description. Junior assessments focus on foundational skills while senior assessments include complex analysis, statistical methods, and stakeholder communication.
What tools does the candidate need?
No special tools are needed. The assessment runs entirely in Cohesyve's online platform. Questions are designed to test knowledge, analytical thinking, and problem-solving ability through interactive scenarios.
Cohesyve · Practice for candidates
Practise a data analyst skills 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
free assessments a month
$0
no card required
Full
scored report every run
Every
question type included
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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