Data Analysis: Everything You Need to Know When Assessing Data Analysis Skills

Data Analysis

This page is about the skill Data Analysis, which is one of more than 40 technical skills you can assess on Alooba. The Data Analysis skill assesses core analytical skills. It involves being presented with some basic information about a business, and some small (<1MB) datasets to download at the start of the test. Normally this test is tackled with MS Excel, Python, R, PowerBI, SQL or any other analytical tool of choice. Tasks involved include: cleansing of the data, and then some filtering, grouping, aggregation etc. Once the correct answers are calculated in the analytical tool, they are then selected in the browser in the MCQ quiz.

Check out the other skills here.

What types of things are included in the Data Analysis skill?

The Data Analysis skill assesses knowledge of things like importing data, data wrangling/cleansing, data aggregations, data filtering, defining metrics & basic calculations.

Which types of roles require good Data Analysis skills?

Data Analysis is a commonly assessed skill for roles such as Data Analyst, Product Analyst & Marketing Analyst.

Why should we test someone’s Data Analysis skills?

A critical part of running an ethical hiring process that’s fair and meritocratic is having objective measures of someone’s skills. Why does ethical hiring matter? Simple - it helps you hire the best person for the job.

Robert Half reported that the cost of a bad hire is on average 15-21% of the employee’s salary.

What was the most common reason for mis-hires? A lack of the right technical skills. This a true hiring own-goal, as it’s so easily preventable through a valid, thorough skills assessment.

So, if your role requires a candidate to know Data Analysis well, you can validate that with Alooba Assess.

Can I test my current team’s Data Analysis skills too?

Yes you sure can. You can assess their skills using Alooba Growth.

Which tests can I find the Data Analysis skill in?

Data Analysis can be assessed through the dedicated Data Analysis test.

Can I add my own Data Analysis questions?

Yes, you can add your own Data Analysis questions via the question bank.

How do I get access to Alooba to test Data Analysis skills?

Feel free to reach out and book a quick discovery call here.

How difficult is the Data Analysis skill?

Each question on Alooba is categorized by difficulty - Easy, Medium & Hard. You can set the difficulty level to whatever you like by picking and choosing the questions that you want to include.

What else can I assess with Alooba?

You can also assess someone’s intelligence, their personality type and critical soft skills, like communication.

Discover How To Get Started Assessing Data Analysis Skills

Over 50,000 Candidates Can't Be Wrong

The test is designed very well where it tests you different aspect of data comprehension. From data reading, data analysis, Excel formula, inference, and pattern recognition. The free response test is very interesting where it is simple enough to test your communication skill.

Raymond

Marketing strategy senior candidate for global travel company

I like the way of getting into this new job i think its a very complete assessment i like it a lot! Thanks for the opportunity

Nicolas

Sales development rep for tech startup

Overall I found the questions to be fair and appropriate and I believe you have an excellent system for testing and its the best one I have had to use in the last 18 months of my job search. thank you for your time.

Candice

Product analytics candidate at tech scale up

That was definitely my first time ever being interviewed for skill assessment with the Alooba platform. Great experience and the value bestowed through such means is utterly respected on my behalf! I believe such online assessments should become more and more ubiquitous.

Yoav

Senior strategy manager candidate at global travel giant

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I was at WooliesX (Woolworths) and we used Alooba and it was a highly positive experience. We had a large number of candidates. At WooliesX, previously we were quite dependent on the designed test from the team leads. That was quite a manual process. We realised it would take too much time from us. The time saving is great. Even spending 15 minutes per candidate with a manual test would be huge - hours per week, but with Alooba we just see the numbers immediately.

Shen Liu, Logickube (Principal at Logickube)

We get a high flow of applicants, which leads to potentially longer lead times, causing delays in the pipelines which can lead to missing out on good candidates. Alooba supports both speed and quality. The speed to return to candidates gives us a competitive advantage. Alooba provides a higher level of confidence in the people coming through the pipeline with less time spent interviewing unqualified candidates.

Scott Crowe, Canva (Lead Recruiter - Data)

How can you accurately assess somebody's technical skills, like the same way across the board, right? We had devised a Tableau-based assessment. So it wasn't like a past/fail. It was kind of like, hey, what do they send us? Did they understand the data or the values that they're showing accurate? Where we'd say, hey, here's the credentials to access the data set. And it just wasn't really a scalable way to assess technical - just administering it, all of it was manual, but the whole process sucked!

Cole Brickley, Avicado (Director Data Science & Business Intelligence)

I wouldn't dream of hiring somebody in a technical role without doing that technical assessment because the number of times where I've had candidates either on paper on the CV, say, I'm a SQL expert or in an interview, saying, I'm brilliant at Excel, I'm brilliant at this. And you actually put them in front of a computer, say, do this task. And some people really struggle. So you have to have that technical assessment.

Mike Yates, The British Psychological Society (Head of Data & Analytics)

I was at WooliesX (Woolworths) and we used Alooba and it was a highly positive experience. We had a large number of candidates. At WooliesX, previously we were quite dependent on the designed test from the team leads. That was quite a manual process. We realised it would take too much time from us. The time saving is great. Even spending 15 minutes per candidate with a manual test would be huge - hours per week, but with Alooba we just see the numbers immediately.

Shen Liu, Logickube (Principal at Logickube)

We get a high flow of applicants, which leads to potentially longer lead times, causing delays in the pipelines which can lead to missing out on good candidates. Alooba supports both speed and quality. The speed to return to candidates gives us a competitive advantage. Alooba provides a higher level of confidence in the people coming through the pipeline with less time spent interviewing unqualified candidates.

Scott Crowe, Canva (Lead Recruiter - Data)

How can you accurately assess somebody's technical skills, like the same way across the board, right? We had devised a Tableau-based assessment. So it wasn't like a past/fail. It was kind of like, hey, what do they send us? Did they understand the data or the values that they're showing accurate? Where we'd say, hey, here's the credentials to access the data set. And it just wasn't really a scalable way to assess technical - just administering it, all of it was manual, but the whole process sucked!

Cole Brickley, Avicado (Director Data Science & Business Intelligence)

I wouldn't dream of hiring somebody in a technical role without doing that technical assessment because the number of times where I've had candidates either on paper on the CV, say, I'm a SQL expert or in an interview, saying, I'm brilliant at Excel, I'm brilliant at this. And you actually put them in front of a computer, say, do this task. And some people really struggle. So you have to have that technical assessment.

Mike Yates, The British Psychological Society (Head of Data & Analytics)

I was at WooliesX (Woolworths) and we used Alooba and it was a highly positive experience. We had a large number of candidates. At WooliesX, previously we were quite dependent on the designed test from the team leads. That was quite a manual process. We realised it would take too much time from us. The time saving is great. Even spending 15 minutes per candidate with a manual test would be huge - hours per week, but with Alooba we just see the numbers immediately.

Shen Liu, Logickube (Principal at Logickube)