Certified Analytics Professional Certification brought to you by INFORMS
CAP-Expert (CAP-X)
CAP-Expert is the highest level of CAP certification, designed for senior analytics leaders who set strategy, drive organizational outcomes, and apply the full breadth of the analytics process at an expert level. It is a vendor- and technology-neutral credential that validates mastery across all seven domains of the INFORMS Analytics Framework.
You must apply and meet eligibility requirements to take the 100-question, 3-hour CAP-Expert exam. It is accredited by ANAB (ANSI National Accreditation Board) under ISO/IEC 17024.
Not sure which certification is right for you?
CAP-Expert is for analytics professionals leading teams and driving organizational strategy. If you are an analytics professional who leads or significantly contribute to one or more analytics initiatives, CAP-Pro may be a better fit. Visit our certification comparison page to see all three levels side by side.
What CAP-Expert Validates
The CAP-Expert exam covers all seven domains of the INFORMS Analytics Framework, with the following distribution of scored questions:
| Domain | Weight | Focus Area | |
|---|---|---|---|
| I | Business Problem (Question) Framing | 16% | Understanding the business problem and evaluating its scope |
| II | Analytics Problem Framing | 17% | Translating the business problem into an analytics problem |
| III | Data | 21% | Identifying, manipulating, and documenting data for the analytics problem |
| IV | Methodology (Approach) Framing | 13% | Selecting methods, techniques, software, and tools |
| V | Analytics/Model Development | 16% | Identifying, calibrating, and communicating model findings |
| VI | Deployment | 10% | Delivering the analytics solution into the business |
| VII | Analytics Solution Lifecycle Management | 7% | Ongoing oversight, calibration, and training |
Download the full CAP-Expert Exam Blueprint forthe complete list of tasks and responsibilities assessed on the exam.
Is CAP-Expert Right for You?
CAP-Expert is a strong fit if you are someone who understands and can communicate the reasoning why behind the choices when applying the full analytics process, leading teams, and setting analytics strategy. You must meet the eligibility requirements to be approved to sit for the exam.
CAP-Expert is a strong fit if you are:
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A senior analytics practitioner, director, or principal who leads analytics work at an organizational level
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An analytics professional who sets strategy, aligns analytics to business objectives, and drives outcomes across teams
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A professional who wants the most rigorous, accredited analytics credential available
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An experienced leader across multiple analytics and AI initiatives that have driven business impact
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A CAP-Pro that is ready to demonstrate the next level of mastery and leadership
You might consider a different level if:
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You lead or significantly contribute to analytics projects, but not setting analytics strategy: Consider CAP-Pro
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You are early in your career and still building foundational knowledge: Consider CAP-Essentials
CAP-Expert Eligibility Requirements
EDUCATION/EXPERIENCE REQUIRED
CAP-Expert has education and experience requirements. You must meet one of the following:
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Advanced degree (master's or doctoral) with 2 years of analytics work experience; OR
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Bachelor's degree with 4 years of analytics work experience; OR
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No degree with 8 years of analytics work experience
SOFT SKILLS REQUIRED
A current or former employer or colleague must confirm your competency in the following areas:
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Partnering with business clients
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Framing problems with stakeholders
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Working in project teams
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Interviewing subject matter experts
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Eliciting information from groups
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Communicating results to decision makers
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Delivering value
As part of the application, you identify a verifier and an email is sent to them with a link to the soft skills confirmation site. Self-employed consultants may request confirmation from a recent client.
CODE OF ETHICS
Agree to the CAP Code of Ethics.
CAP-Expert Exam Fees
| Fee Type | INFORMS Members | Nonmembers |
|---|---|---|
| Application fee (nonrefundable) | $55 | $55 |
| Exam fee | $440 | $640 |
| Retake fee | $300 | $400 |
| Refund Processing Fee | $100 | $100 |
| Exam Appeals Fee | $125 | $125 |
Developing country pricing
INFORMS offers reduced exam fees for candidates residing in countries classified by the World Bank as low-income, lower middle-income, and select upper middle-income economies.
See the list of qualifying countries| Fee Type | INFORMS Members | Nonmembers |
|---|---|---|
| Low-Income Countries | $220 | $320 |
| Lower-Middle Income Countries | $308 | $448 |
| Upper-Middle Income Countries | $352 | $512 |
INFORMS members save on every CAP exam.
Learn about INFORMS membershipOrganizations certifying multiple team members may be eligible for group pricing. Contact [email protected] for details.
How to Get Started
CAP-Expert requires an application before you can register for the exam.
- Review Eligibility Requirements
Verify you meet one of the three education/experience options of the CAP-X eligibility requirements detailed in the Eligibility Requirements.
- Select your exam
Visit https://certifiedanalytics.org/purchase-exam to choose your CAP exam.
- Create or sign in to your account
Create your INFORMS account or sign in with your existing INFORMS credentials. Be sure to include your address and phone number, which are needed to schedule your exam.
- Pay the CAP-X application fee
Select the CAP-Expert application fee. Once payment is confirmed, your application will be automatically added to your Prolydian profile. This purchase will also automatically create a Prolydian profile for you if you do not already have one.
- Complete your CAP-Expert Application
Log into Prolydain at https://app.prolydian.com/organizations/INFORMS using your INFORMS username and password. Then go to Application/My Applications and click on your CAP-Expert Application with the status "In Progress".
- Provide evidence of your degree by providing a copy of your course transcript that includes your graduation/degree conferred date. If your graduation date is not listed on the course transcript, you must also provide a copy of your degree diploma. A degree diploma without a course transcript will not be accepted.
- Provide evidence of professional experience by providing your work history, including company/employer; name, title, contact information of immediate supervisor; and dates of employment. Work history must be provided for the corresponding level of education.
- Submit contact information for your Soft Skills Verifier.
- Agree to adhere to the Code of Ethics for Certified Analytics Professionals and Certification Agreement.
- Click Submit
Avoid application delays: Most application delays occur because verifier confirmation has not yet been submitted. Proactively confirming availability helps ensure timely approval.
- INFORMS processes your application
- Your 12-month testing window begins
Your 12-month testing window begins the day your application is approved. Your testing window remains the same regardless of when you purchase your CAP-X exam.
- Register and pay the exam fee
Follow the instructions in your Approved CAP-X Candidate email to purchase your CAP-X exam. Select either the CAP-Expert remote exam or the CAP-Expert test center exam.
- Schedule your exam
After payment, login at https://app.prolydian.com/organizations/INFORMS using your INFORMS username and password. Navigate to Exams/My exams to schedule your exam through Prolydian. Exams are offered on a continual basis at computer-based testing centers worldwide and via online proctoring. Schedule at least 24 hours in advance and do not wait until the end of your 12-month testing window — appointment availability is first-come, first-served.
- Prepare and take the exam
Review the resources below, study on your timeline, and take the exam. You will receive your pass/fail result upon completion and an official digital score report within 48 hours.
- Earn your credential
Upon passing, you will be conferred CAP-Expert certification, which is valid for three years. To maintain your CAP-X, you must recertify every three years by earning a minimum of 30 PDUs. See Maintaining Certification for more details.
Prepare for the Exam
Key Resources
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CAP-Expert Exam Blueprint — the definitive guide to what the exam covers
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CAP-Expert Study Guide — free download covering core analytics concepts
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INFORMS Analytics Glossary — terminology reference
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Analytics Body of Knowledge (ABOK) — comprehensive reference text
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INFORMS Analytics Framework — the seven-domain framework underlying all CAP exams
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CAP Discussion Forum on INFORMS Connect — connect with current certificants
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Optional CAP-Expert Prep course — structured preparation offered by INFORMS
Study Tips
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Start with the exam blueprint (it tells you exactly what is tested) and honestly assess your familiarity with each domain.
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Develop a study timeline and work through the blueprint systematically.
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Use the study guide and glossary to fill gaps in your knowledge.
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Review the sample questions in the study guide to understand the question format.
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If you find significant gaps across multiple domains, consider the optional INFORMS CAP Prep course.
About the Exam
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The exam is 105–120 multiple-choice questions, three hours of testing time
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Block four hours if testing at a center, or four to five hours for remote proctoring, to allow time for check-in and security screening
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Read each question carefully — pace yourself and do not leave any question unanswered
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For remote exams: review the technical requirements to ensure your computer meets them (test takers whose computer does not meet technical requirements risk forfeiting their exam attempt and exam fees), download the Guardian Browser, test your system, and clear your testing area a few days before your exam date
Maintaining Your CAP-Expert Certification
CAP-Expert certification is valid for three years. To recertify, you must submit a minimum of 30 Professional Development Units (PDUs) across at least three of the following five categories:
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Formal professional education courses
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Self-directed learning
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Creating new analytics knowledge or content
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Volunteer service
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Analytics professional work experience
One hour of qualifying activity generally equals one PDU. Various thresholds and per-category limits apply. Click here for the full PDU guide.
Frequently Asked Questions
Eligibility and Registration
Are there eligibility requirements for CAP-Expert?
Yes. Please see the CAP-Expert Eligibility Requirements section above.
How do I create an INFORMS account?
- Go to myaccount.informs.org/s/login/SelfRegister.
- Fill in your personal information, including your name, email address, mailing address, phone number and a password of your choosing.
- These contact fields are required to enable exam scheduling.
- Submit the form. You will receive a confirmation email, and your account is ready to use.
- You can then click here to choose your CAP exam and login.
Note: The site requires JavaScript to be enabled. If the page appears broken or incomplete, check your browser settings to make sure JavaScript is turned on. If you run into trouble, contact INFORMS Customer Service at [email protected] or 1-443-757-3500.
How long does application approval take?
Your application will be reviewed within seven business days after we receive confirmation of your soft skills. You will be notified of your application status via email.
How long do I have after approval to take the exam?
You have 12 months from the date of application approval (NOT exam purchase) to schedule and sit for the exam. Extensions are not available.
The Exam
Where and when is the exam offered?
The CAP-Expert exam is offered on a continual basis at computer-based testing centers worldwide and via online proctoring. Visit Meazure Learning and click on Test Cities to find a testing center near you.
How long is the exam?
The exam is three hours of testing time. This does not include the time to connect and complete the check-in process. Plan to block four hours if testing at a center, or four to five hours for remote proctoring.
How many questions are on the exam?
The CAP-Expert exam contains 105–120 multiple-choice questions, each with four possible answers and one correct answer. Only 100 questions are scored. The remaining questions are unscored pretest items used for future exam development.
What is the passing score?
INFORMS uses a criterion-referenced methodology to set the passing score. There is no curve and candidates are not competing with each other. You will receive your pass/fail result immediately upon completing the exam and an official digital score report within 48 hours. Scores are confidential and will not be disclosed except as required by law.
Is the exam open book? Do I need to know a specific programming language?
No. No books, notes, or materials of any kind may be used during the exam. The exam is software and vendor neutral — it assesses analytics knowledge and judgment, not proficiency in any specific tool or language.
Do I have to pass each domain separately?
No. Pass/fail decisions are based on your total score only.
What languages is the exam offered in?
The CAP-Expert exam is offered in English.
Can I arrange special accommodations?
Yes. INFORMS complies with the Americans with Disabilities Act (ADA). Complete the special accommodation form to make arrangements before scheduling your exam.
Retakes and Refunds
If I fail, can I retake the exam?
Yes. You may retake the exam up to two times within a 12-month period, with a required 30-day waiting period between attempts. Each retake requires an additional fee.
Can I reschedule my exam?
Yes. Reschedule through your Prolydian profile. Candidates who miss their exam appointment forfeit that attempt and the associated fee.
- Test center exam: You may be rescheduled at no additional cost at least 14 days prior to the scheduled exam appointment. Test center exams rescheduled less than 14 days prior require a $50 fee paid to the test center through the Prolydian platform.
- Remote exam: You may be rescheduled at no additional cost at least 24 hours prior to the scheduled exam appointment at no additional cost.
Can I get a refund?
Refunds are available, less a $100 processing fee, if requested within 90 days of payment and before your testing window closes, whichever comes first. Candidates who cancel within two business days of a scheduled exam are not eligible for a refund. Refund requests must be submitted by email to [email protected].
Maintaining Your Certification
How long is CAP-Pro certification valid?
CAP-Pro certification is valid for three years.
How do I recertify?
CAP-Expert certificants must submit a minimum of 30 Professional Development Units (PDUs) over their three-year certification period. PDUs must be earned across at least three of the following five categories:
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Formal professional education courses
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Self-directed learning
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Creating new analytics knowledge or content
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Volunteer service
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Analytics professional work experience
In general, one hour of qualifying activity equals one PDU. Various thresholds and limits apply by category. See the CAP-Expert Candidate Handbook or certifiedanalytics.org/maintaining-your-certification for full details.
Can I hold CAP-Expert and a lower-level CAP certification at the same time?
Yes. Each CAP credential stands independently until its expiration. Earning CAP-Expert does not retire a lower-level credential you already hold.
I hold an aCAP certification. Can I transition to CAP-Expert?
Yes. aCAP holders who passed the aCAP exam are eligible to apply for CAP-Expert. INFORMS encourages aCAP holders to transition before their certification expires. Click here to see the full transition process.
Not sure this is the right level? Compare all CAP certifications.

