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João Monteiro

@joomonteiro

I am a derivatives data analyst specializing in risk analysis and quantitative modeling.

Portugal
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What I'm looking for

I seek a mid-level risk or derivatives role applying quantitative modeling and data analytics, with scope to improve processes, contribute to documentation and controls, and progress into advanced risk-management responsibilities.

I am a derivatives-focused data analyst with strong academic grounding in statistics, information management and financial markets, including a Master's specialization in Risk Analysis and a postgraduate ranking among the top of the class.

At BNP Paribas I led initiatives that reduced FX trading agreement execution time, improved onboarding/offboarding efficiency, and strengthened controls over OTC and exchange-traded derivatives documentation, while performing reconciliations, internal audits and exposure analysis for front office teams.

I build quantitative models and tools in Python and R — from credit scoring to longevity-linked valuations — and hold FRM Part I certification; I prioritize clear SOPs, data-driven risk metrics and collaborative process improvements to reduce operational and counterparty risk.

Experience

Work history, roles, and key accomplishments

BC

Derivatives Data Analyst

BNP Paribas CIB

Jun 2021 - Sep 2024 (3 years 3 months)

Led strategic initiatives that reduced FX trading agreement execution time and streamlined client onboarding/offboarding to improve operational efficiency. Managed legal documentation for OTC FX products and conducted data audits to enhance exposure transparency for front office teams.

BS

Account Manager, DEC Receivables

BNP Paribas Securities Services

Jun 2020 - May 2021 (11 months)

Reconciled multi-currency derivatives trading activity and oversaw SWIFT/SEPA fund transfers, reducing settlement delays and improving liquidity flow for institutional counterparties. Collaborated with risk and compliance to resolve settlement exceptions and supported treasury analyses to enhance short-term liquidity forecasts.

Education

Degrees, certifications, and relevant coursework

Information Management School (IMS) - NOVA University Lisbon logoIL

Information Management School (IMS) - NOVA University Lisbon

Master of Science in Statistics and Information Management, Statistics and Information Management

2023 - 2025

Master’s degree in Statistics and Information Management with specialization in Risk Analysis and Management; dissertation on Indexation (ETFs) – Extreme Scenarios Performance and key modules including Credit Risk Management and Predictive Analytics in Finance.

Information Management School (IMS) - NOVA University Lisbon logoIL

Information Management School (IMS) - NOVA University Lisbon

Postgraduate Degree in Financial Markets and Risks, Financial Markets and Risks

2023 - 2024

Activities and societies: Ranked Top 6 in program; awarded FRM Part I exam enrolment.

Postgraduate program in Financial Markets and Risks covering portfolio management, market and credit risk, financial derivatives and data science for finance; ranked top 6 in the program and awarded FRM Part I exam enrolment.

Coimbra Institute of Engineering (ISEC) logoC(

Coimbra Institute of Engineering (ISEC)

Bachelor of Engineering, Mechanical Engineering

2016 - 2020

Bachelor of Engineering in Mechanical Engineering completed with coursework from September 2016 to February 2020.

Budapest University of Technology and Economics (BME) logoB(

Budapest University of Technology and Economics (BME)

Erasmus Exchange Program, Mechanical Engineering

2018 - 2019

Erasmus exchange semester at BME focusing on mechanical engineering coursework during the fall 2018 to spring 2019 term.

Tech stack

Software and tools used professionally

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João Monteiro - Derivatives Data Analyst - BNP Paribas CIB | Himalayas