Blog and resources

Insights into the field and careers from our programme

Welcome to the blog from Option Implied Probability Programme Explore the articles below to find out more about the field and careers, all drawn from day-to-day challenges and the practical side of risk estimation.

An interview with a risk assessment lead

June 2026
Kayla Benoit, a risk assessment lead in Cape Town, explains her workflow using option implied probability in African markets. She covers team collaboration and honest advice for new professionals in the field.
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An interview with a risk methods specialist

June 2026

Siobhan Brennan, a London-based risk methods specialist, discusses the nuts and bolts of option implied probability at work. She shares workflow routines, learning moments, and candid advice for those entering the field.

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An interview with a trading risk associate

June 2026

Jasleen Gill, trading risk associate in Toronto, explains how option implied probability shapes her daily workflow. She talks practical tools, learning surprises, and shares honest advice for those starting out in the field.

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An interview with a quantitative risk officer

June 2026
Luc Girard, a quantitative risk officer in Paris, details how option implied probability shapes his daily work. He covers communication hurdles, team practices, and straight-talking advice for those considering this career.
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An interview with an options analyst

Aditi Anders, options analyst in Mumbai, shares how option implied probability shapes her daily research workflow. She discusses independent problem-solving, peer learning, and advice for those new to the field.
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An interview with a quantitative data analyst

June 2026

Tomas Ferreira, a quantitative data analyst in São Paulo, shares how option implied probability shapes his data workflow. He discusses teamwork, hands-on troubleshooting, and practical advice for new entrants in the field.

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An interview with an options analyst

June 2026

Ethan Wong, a Toronto-based analyst, talks candidly about using option implied probability in daily practice. We discussed his workflow, the challenges he faces, and what he wishes he’d known earlier in his career.

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An interview with a derivatives risk manager

June 2026
Piers Baker, a derivatives risk manager in Sydney, breaks down how option implied probability factors into his daily workflow. He discusses team habits, common challenges, and his honest advice for those joining the field.
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An interview with a financial modelling analyst

Chika Ikechi, a financial modelling analyst in Lagos, discusses using option implied probability in emerging markets. She covers practical workflow, team habits, and advice for anyone entering this field.

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