Dashboard Design and KPI Selection Certification

The Dashboard Design and KPI Selection Certification is a free 15-minute skill test from Science of Apps. It tests how to design dashboards people use — choosing KPIs and leading indicators, layout and hierarchy, context and targets, interactivity and avoiding vanity metrics. Score 70% or more on its 15 questions to earn a verifiable Dashboard Design and KPI Selection certificate (SOA-DKPI). Every question is based on published standards and research — including Storytelling with Data (Cole Nussbaumer Knaflic), The North Star Playbook (Amplitude), Measuring the User Experience on a Large Scale (HEART framework) (Google Research) — and each answer is explained with its source.

Read the three skill areas on this page, then take the 15-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a Dashboard Design and KPI Selection certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.

Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: Storytelling with Data (Cole Nussbaumer Knaflic); The North Star Playbook (Amplitude); Measuring the User Experience on a Large Scale (HEART framework) (Google Research); DAMA Data Management Body of Knowledge (DAMA International); F-Shaped Pattern of Reading on the Web (Nielsen Norman Group); Site Reliability Engineering (Google). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.

Three skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Choosing KPIs (Goals to metrics, Leading vs lagging and Vanity metrics); Designing dashboards (Layout and hierarchy, Context and targets and Interactivity and trust); Operational and executive dashboards (Audience-specific design, Alerts and thresholds and Mobile and embedded dashboards). Every question is an original scenario based on a published standard, official documentation or research, named under the question.

BI developer, Data analyst, Product manager, Operations manager and UX designer. It suits anyone who wants a quick, verifiable way to show Dashboard Design and KPI Selection skills, from students and career switchers to experienced professionals.

Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.

15 questions — 5 from each of 3 skill areas — with a 15-minute limit. You need 70% (11 of 15) to pass and 90% for distinction.

We rate it Intermediate: assumes hands-on experience in the role. It has 15 scenario questions — 5 from each of 3 skill areas — and a 15-minute limit. You need 70% (11 of 15) to pass and 90% for distinction.

BI, analyst and product roles in 2027 test dashboard skill as two things: choosing the right KPIs (tied to goals, with owners, targets and a mix of leading and lagging indicators) and designing a layout people can read in seconds (hierarchy, context, comparison, restrained interactivity). Expect a dashboard critique or build task. Practise redesigning cluttered dashboards around one audience and decision, and prove it with a verified test and a before-and-after portfolio piece. Our full career guide covers the hiring process, interview loop, pay and a prep plan: scienceofapps.com/blog/dashboard-design-kpis-career-guide/

Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.

On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.

You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.

No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.

Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.

Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.

No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.