Formal Rules and Conditions

The Rules page provides participants with a comprehensive overview of the guidelines and expectations for competing in the International Quant Olympiad (IQO). It outlines the eligibility criteria, registration process, and the structure of the competition, ensuring that all participants are well-informed about the format and requirements. The page also details the conduct expected during the competition, including the use of permitted materials, rules against cheating and plagiarism, and procedures for submission of completed papers. Additionally, it explains the grading process, how results will be communicated, and the steps for submitting appeals if necessary. By reading and understanding the rules, participants can ensure they are fully prepared to compete fairly and effectively in this prestigious global event.

National Stage

The National Stage of the International Quant Olympiad (IQO) is the initial phase of the competition, where participants compete against peers within their own country. This stage serves as a qualifying round, designed to identify the top talent in each nation across key disciplines such as mathematics, finance, computing, and data science. During the National Stage, participants are challenged with rigorous problems that test their foundational knowledge, analytical abilities, and problem-solving skills. The highest-scoring individuals from this stage earn the opportunity to advance to the International Stage, where they will compete against the best minds from around the world. The National Stage is crucial for setting the standard of excellence and ensuring that only the most qualified individuals move forward to represent their country on the global stage.

Formal Rules and Conditions for the National Stage of the International Quant Olympiad (IQO)


1. Eligibility

1.1 Participants: The National Stage of the IQO is open to all individuals who have a strong background in mathematics, finance, computing, and data science. This includes, but is not limited to, university students, graduate students, professionals, and independent researchers.

1.2 Age Requirement: Participants must be at least 18 years old on the date of the competition. There is no upper age limit.

1.3 Geographic Restrictions: Participants must be residents or citizens of the country in which they are competing in the National Stage. Dual citizens may choose to compete in one country only.

1.4 Team Participation: The National Stage is an individual competition. Team submissions or collaborations are not permitted.


2. Registration

2.1 Registration Process: All participants must register through the official IQO website or through designated national registration portals. The registration form must be completed with accurate personal and contact information.

2.2 Registration Deadline: The registration must be completed by the specified deadline. Late registrations will not be accepted.

2.3 Registration Fee: A nominal registration fee may be required. The fee amount and payment methods will be specified during the registration process. Fee waivers may be available for participants facing financial hardship.

2.4 Confirmation: Upon successful registration, participants will receive a confirmation email with further details about the competition.


3. Competition Format

3.1 Exam Structure: The National Stage consists of four papers, each covering a different domain:

  • Paper 1: Mathematics
  • Paper 2: Finance
  • Paper 3: Computing
  • Paper 4: Statistics and Machine Learning

3.2 Question Types: Each paper will include a combination of theoretical questions, problem-solving exercises, and application-based scenarios. Questions may require detailed explanations, derivations, programming, or analysis.

3.3 Duration: Each paper will be allotted a specific time, typically 1.25 hours. Participants must complete the paper within this time frame.

3.4 Scoring: Each question carries a specified number of points. Partial credit may be awarded for partially correct answers. The total score for each paper will be the sum of the points earned.

3.5 Language: All papers and instructions will be provided in English. Participants must submit their answers in English.


4. Conduct During the Exam

4.1 Prohibited Materials: Participants may not use any unauthorized materials, including textbooks, notes, or online resources, unless explicitly allowed. Calculators and other electronic devices must be non-programmable and without internet access unless otherwise specified.

4.2 Cheating and Plagiarism: Any form of cheating, including plagiarism, collaboration with others, or use of unauthorized materials, is strictly prohibited. Violations will result in immediate disqualification.

4.3 Communication: Communication with other participants during the exam is strictly prohibited. This includes verbal, written, and electronic communication.

4.4 Technical Issues: In the event of a technical issue (e.g., computer malfunction, internet connectivity issues), participants must immediately notify the competition administrators. The competition organizers will determine an appropriate course of action, which may include rescheduling the exam or providing additional time.


5. Submission of Papers

5.1 Submission Process: Participants must submit their completed papers through the designated submission portal. Instructions for submission will be provided during the competition.

5.2 Deadline: All papers must be submitted within the allotted time. Late submissions will not be accepted or graded.

5.3 Submission Confirmation: Participants will receive a confirmation of their submission. It is the participant’s responsibility to ensure that their submission is complete and correctly uploaded.


6. Evaluation and Results

6.1 Grading: Papers will be graded by a panel of experts in each domain. Grading criteria will include correctness, clarity, and depth of understanding.

6.2 Results Announcement: Results will be announced within a specified period after the competition. Participants will be notified via email, and results will also be posted on the official IQO website.

6.3 Appeals: Participants may submit an appeal if they believe there has been an error in grading. Appeals must be submitted within seven days of the results announcement. The decision of the appeal review committee will be final.


7. Qualification for the International Stage

7.1 Qualification Criteria: Participants who score within the top percentile (as determined by the competition organizers) in the National Stage will qualify for the International Stage of the IQO.

7.2 Notification: Qualified participants will be notified via email and will receive further instructions regarding the International Stage.

7.3 No Re-entry: Participants who do not qualify for the International Stage may not retake the National Stage in the same year.


8. Code of Conduct

8.1 Respect and Integrity: All participants are expected to conduct themselves with the highest level of respect, professionalism, and integrity throughout the competition.

8.2 Disqualification: Any participant found to be in violation of the competition rules or engaging in unethical behavior will be disqualified from the competition.

8.3 Data Privacy: All personal information provided by participants during registration will be handled in accordance with the competition’s privacy policy and applicable data protection laws.


9. Amendments

9.1 Right to Amend: The organizers of the IQO reserve the right to amend these rules and conditions at any time. Participants will be notified of any changes in advance of the competition.


10. Acceptance of Rules

10.1 Acknowledgment: By registering for the National Stage of the IQO, participants acknowledge that they have read, understood, and agree to abide by these rules and conditions.

Four papers consisting of 5 questions each, 15 minutes per question

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Paper 1: Mathematics

Paper 1 of the International Quant Olympiad (IQO) focuses on the domain of Mathematics, challenging participants with advanced problems that span a range of key topics, including logic, calculus, linear algebra, probability theory, and stochastic analysis. This paper is designed to test not only the participants’ theoretical understanding but also their ability to apply mathematical concepts to solve complex problems. The questions in Paper 1 require deep analytical thinking, precision, and creativity, pushing participants to demonstrate their mastery of mathematical techniques and their ability to derive and articulate solutions under timed conditions. As the foundational discipline of the competition, Mathematics sets the stage for participants to showcase their quantitative reasoning and problem-solving skills at the highest level.

Paper 2: Finance

Paper 2 of the International Quant Olympiad (IQO) delves into the realm of Finance, challenging participants to apply their knowledge of financial theory, economics, derivatives pricing, time series analysis, and risk management. This paper is designed to assess participants’ ability to analyze and solve complex financial problems, requiring a deep understanding of market dynamics, financial instruments, and quantitative methods used in finance. The questions in Paper 2 push participants to think critically about real-world financial scenarios, test their ability to model and manage financial risks, and evaluate their proficiency in applying economic principles to decision-making processes. Through this rigorous examination, participants demonstrate their expertise in finance and their readiness to tackle the challenges faced by professionals in the financial industry.

Paper 3: Computing

Paper 3 of the International Quant Olympiad (IQO) is dedicated to the domain of Computing, where participants are tested on their knowledge and skills in algorithms, data structures, programming, software engineering, and concurrency. This paper challenges participants to solve complex computational problems, requiring a strong foundation in theoretical computer science as well as practical programming abilities. The questions in Paper 3 demand innovative thinking, efficiency in coding, and a deep understanding of computational processes, pushing participants to design, analyze, and implement solutions to problems that mirror real-world challenges in technology and software development. Through this paper, participants showcase their technical expertise, problem-solving agility, and ability to apply computational methods to a wide range of scenarios, positioning themselves as top contenders in the fields of computing and technology.

Paper 4: Statistics and Machine Learning

Paper 4 of the International Quant Olympiad (IQO) focuses on Statistics and Machine Learning, challenging participants to demonstrate their proficiency in both theoretical and applied aspects of data science. This paper covers key topics such as frequentist and Bayesian statistics, supervised and unsupervised machine learning, and reinforcement learning. Participants are tasked with solving complex problems that require a deep understanding of statistical inference, predictive modeling, and algorithmic design. The questions in Paper 4 assess participants’ ability to analyze data, develop and evaluate models, and apply statistical and machine learning techniques to real-world scenarios. This paper pushes participants to showcase their ability to extract insights from data, design robust models, and make data-driven decisions, highlighting their expertise in one of the most rapidly advancing fields in modern science and technology.

International Stage

The International Stage of the International Quant Olympiad (IQO) is the pinnacle of the competition, where top qualifiers from the National Stage gather to compete on a global level. This prestigious phase challenges participants with even more advanced and complex problems across four core domains: mathematics, finance, computing, and data science. The International Stage is designed to push the boundaries of participants’ knowledge and skills, requiring not only a deep understanding of theoretical concepts but also the ability to apply innovative solutions to real-world scenarios. Competing against the brightest minds from around the world, participants have the opportunity to showcase their expertise, gain international recognition, and connect with a global network of peers, academics, and industry leaders. The International Stage represents the ultimate test of intellectual prowess, creativity, and determination, culminating in the selection of the world’s finest quants and data scientists.

Formal Rules and Conditions for the International Stage of the International Quant Olympiad (IQO)


Formal Rules and Conditions for the International Stage of the International Quant and Data Scientist Olympiad (IQO)


1. Eligibility

1.1 Qualification: Only participants who have successfully qualified through the National Stage are eligible to compete in the International Stage of the IQO.

1.2 Verification: Participants must provide proof of identity and qualification for verification purposes before the commencement of the International Stage. This may include submitting copies of identification documents and official qualification results from the National Stage.

1.3 Age Requirement: Participants must be at least 18 years old on the date of the competition.

1.4 Team Participation: The International Stage is an individual competition. Team participation is not allowed, and all work must be the sole effort of the individual participant.


2. Registration

2.1 Registration Process: Qualified participants must register for the International Stage through the official IQO website. Detailed instructions for registration will be provided upon qualification.

2.2 Registration Deadline: Registration for the International Stage must be completed by the specified deadline. Late registrations will not be accepted under any circumstances.

2.3 Registration Fee: There may be a registration fee required to participate in the International Stage. Fee details and payment instructions will be provided during the registration process. Fee waivers may be available upon request for participants with financial constraints.

2.4 Confirmation: Upon successful registration, participants will receive a confirmation email with detailed information regarding the competition schedule, format, and any additional requirements.


3. Competition Format

3.1 Exam Structure: The International Stage consists of four advanced-level papers, each focusing on a different domain:

  • Paper 1: Mathematics
  • Paper 2: Finance
  • Paper 3: Computing
  • Paper 4: Statistics and Machine Learning

3.2 Question Types: Each paper will include complex theoretical questions, challenging problem-solving tasks, and real-world application scenarios. Questions may require detailed mathematical derivations, programming, data analysis, or case study evaluations.

3.3 Duration: Each paper will have a designated duration, typically 4 hours. Participants must complete each paper within the allotted time.

3.4 Scoring: Each question will carry a specified number of points. Partial credit may be awarded for partially correct or well-reasoned answers. The total score for each paper will be the sum of the points earned across all questions.

3.5 Language: All papers, instructions, and submissions will be in English. Participants must be proficient in English to compete effectively.


4. Conduct During the Exam

4.1 Prohibited Materials: The use of unauthorized materials, including textbooks, notes, online resources, or communication devices, is strictly prohibited unless explicitly allowed. Calculators and other electronic devices must be non-programmable and without internet access unless otherwise specified.

4.2 Cheating and Plagiarism: Any form of cheating, plagiarism, or collaboration with others is strictly prohibited. This includes but is not limited to copying answers, using unauthorized aids, or communicating with other participants. Violations will result in immediate disqualification.

4.3 Communication: Participants are prohibited from communicating with others during the exam, including verbal, written, and electronic communication.

4.4 Technical Issues: If participants encounter technical issues (e.g., computer malfunctions, internet connectivity problems), they must immediately notify the competition administrators. The competition organizers will determine the appropriate course of action, which may include rescheduling the exam or providing additional time.


5. Submission of Papers

5.1 Submission Process: Participants must submit their completed papers through the designated online submission portal. Detailed instructions for submission will be provided before the competition begins.

5.2 Deadline: All papers must be submitted within the specified time frame. Late submissions will not be accepted or graded, and participants are encouraged to submit their work well before the deadline to avoid last-minute issues.

5.3 Submission Confirmation: Upon submission, participants will receive a confirmation message or email. It is the participant’s responsibility to ensure that their submission is complete and correctly uploaded.


6. Evaluation and Results

6.1 Grading: Papers will be graded by a panel of international experts in each domain. The grading criteria will include accuracy, depth of understanding, originality of approach, and clarity of presentation.

6.2 Results Announcement: Results will be announced within a specified period after the competition. Participants will be notified via email, and results will also be published on the official IQO website.

6.3 Appeals: Participants may submit an appeal if they believe there has been an error in grading. Appeals must be submitted within seven days of the results announcement. The decision of the appeal review committee will be final and binding.


7. Awards and Recognition

7.1 Medals and Certificates: The top performers in each domain will be awarded Gold, Silver, and Bronze medals. All participants will receive a certificate of participation. Participants who achieve exceptionally high scores may also receive special recognition or awards.

7.2 Prizes: Monetary prizes, scholarships, or opportunities for internships with leading firms may be awarded to top-performing participants. Specific details will be provided before the competition.

7.3 Publicity: Winners and top performers may be featured in press releases, on the official IQO website, and in other promotional materials. By participating, participants consent to the use of their names and likenesses for these purposes.


8. Code of Conduct

8.1 Respect and Integrity: All participants are expected to conduct themselves with the highest level of respect, professionalism, and integrity throughout the competition.

8.2 Disqualification: Any participant found to be in violation of the competition rules, engaging in unethical behavior, or disrupting the competition in any way will be disqualified from the competition.

8.3 Data Privacy: All personal information provided by participants during registration and competition will be handled in accordance with the competition’s privacy policy and applicable data protection laws.


9. Amendments

9.1 Right to Amend: The organizers of the IQO reserve the right to amend these rules and conditions at any time. Participants will be notified of any changes in advance of the competition.

Join the IQO today and challenge yourself to compete against the brightest minds in mathematics, finance, computing, and data science on a global stage!

Don’t miss the opportunity to showcase your skills and knowledge on an international platform by participating in the International Quant Olympiad. Compete against the best and brightest minds from around the world in mathematics, finance, computing, and data science, and prove your expertise in solving complex, real-world problems. Whether you’re a student, professional, or researcher, the IQO offers you a chance to challenge yourself, gain global recognition, and potentially open doors to exciting career opportunities. Register now to secure your place in this prestigious competition and take the first step toward demonstrating your excellence on a global stage.