Sports Analytics Professional Certification

The Sports Analytics Professional Certification is a free intermediate-level, 20-minute skill test from Science of Apps. It tests sports analytics as a profession — the history from Moneyball to modern data departments, event, tracking and wearable data, key metrics across sports such as expected goals, WAR and plus-minus, regression to the mean and sample size, player evaluation and recruitment, team strategy and in-game decisions, injury risk and load management, performance modelling, ratings systems such as Elo, betting markets and probability, data visualisation and communicating with coaches, sports business analytics including ticketing and fan engagement, and ethics and data rights for athletes — written to SABR, FanGraphs, StatsBomb and sports science sources for 2026 and 2027. Score 70% or more on its 20 questions to earn a verifiable Sports Analytics Professional certificate (SOA-SAP). Every question is based on published standards and research — including FanGraphs Sabermetrics Library (FanGraphs), StatsBomb open data and analytics guides (StatsBomb (Hudl)), Sabermetrics resources and research (Society for American Baseball Research) — and each answer is explained with its source.

Science of Apps offers a free Sports Analytics Professional Certification, written for 2026 and 2027. It tests foundations and data, performance metrics, decisions and strategy and business, tools and ethics with 20 original scenario questions in all, each naming its published source; you get an instant score and a verifiable certificate with a credential ID you can add to LinkedIn.

Read the four skill areas on this page, then take the 20-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 Sports Analytics Professional 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: FanGraphs Sabermetrics Library (FanGraphs); StatsBomb open data and analytics guides (StatsBomb (Hudl)); Sabermetrics resources and research (Society for American Baseball Research); R for Data Science (2e) (Wickham, Çetinkaya-Rundel & Grolemund); General Data Protection Regulation (full text) (gdpr-info.eu); Fundamentals of Data Visualization (Claus O. Wilke) (O'Reilly / author site). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.

Four skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Foundations and Data (History and roles, Data types and Statistical thinking); Performance Metrics (Expected-value metrics, Player value and Ratings systems); Decisions and Strategy (Recruitment and scouting, In-game decisions and Injury and load); Business, Tools and Ethics (Sports business, Tools and visualisation and Ethics and data rights). Every question is an original scenario written to the 2026–2027 standard, with the published source named under it.

Aspiring or junior sports analyst, Data scientist moving into sport, Coach or scout using data, Sports business or ticketing analyst and Sports management or statistics student. It suits students at leading universities, career switchers and experienced professionals who want quick, verifiable proof of Sports Analytics Professional knowledge in 2026 and 2027.

Math, stats and economics majors are drawn to sports analytics, social-good data work and geospatial science. Passing earns a founder-signed Science of Apps certificate with a credential ID and QR code that recruiters can verify.

Extreme performances over short periods tend to move back towards a player's or team's true average, because luck contributes to short-run results. Analysts adjust for sample size before drawing conclusions.

High-frequency positional data for every player (and often the ball), captured by cameras or wearables, which lets analysts measure movement, spacing and off-ball actions beyond simple event logs.

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/.

20 questions — 5 from each of 4 skill areas — with a 20-minute limit. You need 70% (14 of 20) to pass and 90% for distinction.

We rate it Intermediate: assumes hands-on experience in the role. It has 20 scenario questions — 5 from each of 4 skill areas — and a 20-minute limit. You need 70% (14 of 20) 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.