Decision Science & Optimization Certification

The Decision Science & Optimization Certification is a free 15-minute skill test from Science of Apps. It tests decision science — decision analysis under uncertainty with expected value, decision trees, Bayes and the value of information, optimisation and model-based decisions, and behavioural biases and how to debias decisions. Score 70% or more on its 15 questions to earn a verifiable Decision Science & Optimization certificate (SOA-DSCI). Every question is based on published standards and research — including MIT OpenCourseWare engineering courses (MIT), Judgment under Uncertainty: Heuristics and Biases (1974) (Tversky & Kahneman, Science), 6.041 Probabilistic Systems Analysis (MIT OpenCourseWare) — 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 Decision Science & Optimization 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: MIT OpenCourseWare engineering courses (MIT); Judgment under Uncertainty: Heuristics and Biases (1974) (Tversky & Kahneman, Science); 6.041 Probabilistic Systems Analysis (MIT OpenCourseWare); Metrics and scoring: quantifying the quality of predictions (scikit-learn); e-Handbook of Statistical Methods (NIST); How Not To Run an A/B Test (Evan Miller). 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: Decision Analysis Under Uncertainty (Expected value and decision trees, Decision criteria and Bayes and value of information); Optimisation and Model-Based Decisions (Optimisation models, Predictive and prescriptive analytics and Trade-offs and validation); Behavioural Decision Making (Cognitive biases, Prospect theory and Debiasing and group decisions). Every question is an original scenario based on a published standard, official documentation or research, named under the question.

Decision scientist, Data scientist, Business analyst, Product manager and Strategy or operations analyst. It suits anyone who wants a quick, verifiable way to show Decision Science 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.

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.