The Equalified Financial Data Strategist (EFD) is Equalifi’s advanced professional designation for professionals who turn financial data into better decisions. It develops the ability to source, govern, analyse and model financial data, apply statistics, machine learning and generative AI to real business problems, and lead data and analytics initiatives responsibly within a regulated financial institution.

The curriculum covers the data-driven financial services landscape, market and corporate data, data governance and architecture, spreadsheet modelling, SQL, Python, statistics, time series and econometrics, data visualisation and business intelligence, portfolio, risk, credit and customer analytics, machine learning and deep learning, text analytics and generative AI, alternative data, financial crime analytics, regulation and data protection, model risk management and responsible AI, data strategy and emerging trends.

The EFD assesses practical capability, not only recall. The designation is earned in three levels: an MCQ examination, an applied analytics project and a viva. Together, these test a candidate’s ability to frame a business problem, work with real financial data, build and validate an analytical model, present insights clearly, and handle the data-privacy, model-risk and ethical questions that arise in practice. The designation is intended for professionals working in banks, NBFCs, asset managers, wealth firms, insurers, fintechs, consulting firms and regulators.

Two awards, one pathway

Candidates may stop after Level 1 and hold the Certificate in Financial Data & Analytics, or continue to Levels 2 and 3 to earn the EFD designation, which is renewed every three years.

Who should take the EFD?

Analysts, data scientists, data engineers, risk, credit and portfolio professionals, finance and MIS teams, product and digital teams, consultants, and finance professionals moving into data and analytics roles across banks, NBFCs, asset managers, wealth firms, insurers and fintechs.

Important

The Certificate in Financial Data & Analytics and the EFD designation are educational qualifications awarded by Equalifi. They do not constitute a regulatory licence or authorisation to provide investment advice or other regulated financial services.

Exam details

The EFD is assessed in three levels, taken in order.

Level 1: MCQ examination

The Level 1 examination assesses understanding of the full EFD curriculum, through knowledge, application and case-based questions, including questions on interpreting data, code and model outputs. Passing Level 1 earns the Certificate in Financial Data & Analytics.

Equalifi offers the Level 1 examination through an external, remote-proctored platform. Once registration and payment are confirmed, candidates receive an exam link by email. Candidates may schedule and take the exam within one year of registration, subject to the platform’s requirements.

Candidates need a reliable internet connection and a computer with a working camera. Please read the technical and exam-day instructions before starting the exam.

Level 2: Project

Candidates who pass Level 1 move on to an applied analytics project, based on a financial dataset and business problem set by Equalifi, such as a credit, portfolio, risk, customer or fraud analytics case. Candidates submit:

• the analysis code or workbook, with clear documentation,
• a model or analytical solution, with evidence of how it was tested and validated,
• a dashboard or set of visualisations presenting the key findings, and
• a short report setting out the business problem, approach, results, limitations and recommendations, including data-governance and model-risk considerations.

Equalifi will share the project brief, the dataset, the submission guidelines and the evaluation criteria.

Level 3: Viva

Candidates who pass the project are invited to a viva with an Equalifi assessment panel. The viva covers a walk-through of the candidate’s project and the technical choices behind it, an explanation of the findings as they would be presented to senior management, and a scenario on data privacy, model risk or the responsible use of AI. Candidates who pass the viva are awarded the EFD designation.

Assessment structure

Validity and renewal

The Certificate in Financial Data & Analytics does not expire. The EFD designation is valid for three years from the date of award and is renewed by completing continuing education.

Ways to earn hours: Equalifi cohorts, summits, masterclasses and webinars (credited automatically); courses and events from recognised institutions; speaking, writing, teaching and serving on Equalifi assessment panels; reading professional research; and passing further Equalifi Certificate exams.

Grace period and reinstatement: If the hours are not complete by the end of the cycle, a 90-day grace period applies. After this, the designation lapses and may not be used. Lapsed holders can reinstate within two years by completing the missing hours plus 15 additional hours; after two years, reinstatement requires a fresh viva.

Candidate audit

Equalifi randomly audits a percentage of applications on a regular basis. Candidates are responsible for providing the requested supporting documentation to verify the education and professional background stated in their registration form. Equalifi does not contact employers or educational institutions to obtain verification documents on a candidate’s behalf.

Candidates selected for audit will be notified by email and will have 10 business days to respond. They must meet the audit requirements before receiving the Certificate in Financial Data & Analytics or the EFD designation.

Failure to comply with the audit, falsification or misrepresentation of information, or any unprofessional conduct will result in denial or cancellation of the registration and/or revocation of the certificate or designation, and all fees will be forfeited. A candidate who does not comply with an audit will also be subject to audit when reapplying in future.

Fee details

Fees are inclusive of GST. The Level 1 examination fee applies to each attempt.

Access Pass benefits

Fee waiver: Equalifi Chartered, Professional and Virtual Pass holders receive a 50% waiver on the exam fee.

Learn more about the Equalifi Access Pass.

Exam preparation: For stronger exam readiness, candidates are encouraged to attend Equalifi’s executive education programmes and masterclasses on financial data and analytics. Access Pass holders receive a 10% to 50% fee waiver based on their pass category.