Advanced Prompt Engineering Assessment
Tests advanced prompting for production systems — system prompts, structured outputs, chaining, tool use, prompt caching, evaluation and defending against prompt injection. Pass to earn Advanced Prompt Engineering SOA-APE.
- Advanced difficulty.Assumes years in the role or deep specialist knowledge.
- 20 scenario questions
- 20 minutes, timed
- 70% to pass · 90% for distinction
- Free no sign-up needed
- LinkedIn-ready · add it to your profile in one clickSee how ↓
What is the Advanced Prompt Engineering Assessment?
The Advanced Prompt Engineering Assessment is a free 20-minute skill test from Science of Apps. It tests advanced prompting for production systems — system prompts, structured outputs, chaining, tool use, prompt caching, evaluation and defending against prompt injection. Score 70% or more on its 20 questions to earn a verifiable Advanced Prompt Engineering certificate (SOA-APE). Every question is based on published standards and research — including Prompt engineering overview (Anthropic), Building effective agents (Anthropic), OWASP Top 10 for LLM Applications (OWASP) — and each answer is explained with its source.
Built for your job title
AI engineer, Prompt engineer, LLM application developer, AI product manager and Machine learning engineer — and anyone who wants quick, verifiable proof of Advanced Prompt Engineering skills for a CV or LinkedIn.
- AI engineer
- Prompt engineer
- LLM application developer
- AI product manager
- Machine learning engineer
Land the job, not just the certificate
Career guide · 8 min readAdvanced prompt engineering skills employers want in 2027: system prompts, structured outputs, context engineering, caching and evals
Advanced prompt engineering skills for AI engineer roles in 2027: system prompts, structured output, context engineering, evals, cost and injection.
Read the hiring playbook →What the test covers
Four skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.
- 01
Prompt architecture
25%- System prompts and roles
- Structured outputs
- Chaining and tool use
- 02
Reliability and evaluation
25%- Evals and test sets
- Prompt injection defence
- Cost and latency
- 03
Context engineering and retrieval
25%- Context selection
- Long-context strategies
- Retrieval prompts
- 04
Reasoning and multimodal prompting
25%- Extended thinking
- Few-shot design
- Images and documents
Based on published standards
The questions are original scenarios, and each one names the public standard, official guide or research it draws on — shown under the question while you answer, and linked in your review. These are the sources behind this test:
- Prompt engineering overviewAnthropic13 questions
- Building effective agentsAnthropic5 questions
- OWASP Top 10 for LLM ApplicationsOWASP4 questions
- What is retrieval-augmented generation?IBM4 questions
- Prompt Engineering GuideDAIR.AI4 questions
- Prompt engineering guideOpenAI3 questions
- Define success criteria and build evaluationsAnthropic3 questions
- Evals guideOpenAI2 questions
- Prompt design strategiesGoogle AI for Developers2 questions
Try a sample question
Your extraction prompt sometimes returns extra commentary around the JSON. What's the most reliable fix?
- Ask for XML instead
- Constrain output with a JSON schema or tool definition
- Add "no commentary" five times
- Increase temperature
Show the answer
B. Constrain output with a JSON schema or tool definition — Schema-constrained output guarantees parseable responses. The real test has 20 questions like this.
How the test works
20 minutes, 20 questions
One question per screen, with a progress bar and a countdown. Your progress is saved on this device if you need to pause.
Graded on our server
Answers reach the page only after you submit, so the certificate can only be earned by passing.
Every answer explained
Pass or not, you see every question with the right answer, why, and the source behind it. Pass mark 70%, distinction 90%.
Your certificate
Founder-signed, with a QR code and credential ID. Download PDF or PNG, add to LinkedIn, and it's emailed to you.
What you earn

Pass, then add it to LinkedIn in one click
No typing. The Add to LinkedIn button opens your profile’s Licenses & certifications form already filled in: the certificate name, Science of Apps as the issuer, the issue date, your credential ID and a link recruiters can use to verify it.
- 1Take the 20-minute test
- 2Score 70% or more
- 3Click Add to LinkedIn

Advanced Prompt Engineering
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Frequently asked questions
What is the Advanced Prompt Engineering Assessment?
The Advanced Prompt Engineering Assessment is a free 20-minute skill test from Science of Apps. It tests advanced prompting for production systems — system prompts, structured outputs, chaining, tool use, prompt caching, evaluation and defending against prompt injection. Score 70% or more on its 20 questions to earn a verifiable Advanced Prompt Engineering certificate (SOA-APE). Every question is based on published standards and research — including Prompt engineering overview (Anthropic), Building effective agents (Anthropic), OWASP Top 10 for LLM Applications (OWASP) — and each answer is explained with its source.
How do I take the Advanced Prompt Engineering Assessment for free?
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 Advanced Prompt Engineering certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the Advanced Prompt Engineering Assessment questions based on real standards?
Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: Prompt engineering overview (Anthropic); Building effective agents (Anthropic); OWASP Top 10 for LLM Applications (OWASP); What is retrieval-augmented generation? (IBM); Prompt Engineering Guide (DAIR.AI); Prompt engineering guide (OpenAI). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.
What does the Advanced Prompt Engineering Assessment cover?
Four skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Prompt architecture (System prompts and roles, Structured outputs and Chaining and tool use); Reliability and evaluation (Evals and test sets, Prompt injection defence and Cost and latency); Context engineering and retrieval (Context selection, Long-context strategies and Retrieval prompts); Reasoning and multimodal prompting (Extended thinking, Few-shot design and Images and documents). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the Advanced Prompt Engineering Assessment?
AI engineer, Prompt engineer, LLM application developer, AI product manager and Machine learning engineer. It suits anyone who wants a quick, verifiable way to show Advanced Prompt Engineering skills, from students and career switchers to experienced professionals.
Can I take the Advanced Prompt Engineering Assessment from any country?
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/.
How long is the Advanced Prompt Engineering Assessment?
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.
How hard is the Advanced Prompt Engineering Assessment?
We rate it Advanced: assumes years in the role or deep specialist knowledge. 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.
How do I prepare for a AI engineer job?
Advanced prompt engineering in 2027 is production work: system prompts that hold up across thousands of inputs, structured outputs code can trust, chaining and tool use, context engineering for retrieval and long documents, prompt caching to cut cost and latency, evaluation suites, and prompt injection defence. AI engineering roles test these directly. Build one production-style project with evals and verify your level with a free assessment. Our full career guide covers the hiring process, interview loop, pay and a prep plan: scienceofapps.com/blog/advanced-prompt-engineering-career-guide/
How much do Science of Apps certifications cost?
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.
How are the tests graded?
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.
What happens if I don't pass?
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.
Do the certificates expire?
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.
Can I add the certificate to LinkedIn?
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.
How can an employer verify my certificate?
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.
Are these accredited qualifications?
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.
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Read before you test
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