Aldous Birchall
Data AnalystChief Data Scientist at Trafigura
Trafigura
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Chief Data Scientist at Trafigura
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Senior Data Scientist and AI Strategy & Delivery Lead with over 25 years of experience in applying advanced analytics and machine learning to financial and commodity markets as a trader, hedge fund portfolio manager, and quantitative researcher.
Imperial College London
MSc, Machine Learning and Data Science
January 1, 2021 – January 1, 2023
Udacity
Artificial Intelligence Nanondegree
January 1, 2017 – Present
Udacity
Machine Learning Engineer Nanodegree
January 1, 2015 – January 1, 2016
The Open University
Dip Psych (Open), Psychology
January 1, 2006 – January 1, 2013
Imperial College London
MSci, Physics
January 1, 1994 – January 1, 1998
Trafigura
Chief Data Scientist
January 1, 2020 – Present
Geneva, Switzerland · On-site
Accenture
Principal Data Scientist (UK & Ireland)
October 1, 2018 – January 1, 2020
London, United Kingdom
PwC UK
Director of Financial Services AI & Head of Data Science (UK)
May 1, 2016 – October 1, 2018
London, United Kingdom
London Data Science
Founder / Director
October 1, 2015 – April 1, 2016
London Area, United Kingdom
Millennium Management
Portfolio Manager
March 1, 2014 – September 1, 2015
London
Nomura
Head of Systematic & Quantitative Credit Trading
August 1, 2011 – December 1, 2013
London
Caxton Associates
Portfolio Manager
October 1, 2009 – April 1, 2011
London, United Kingdom
RBS
Corporate Bond & Credit Derivatives Trader
February 1, 2005 – October 1, 2009
London, United Kingdom
Morgan Stanley
Corporate Bond & Credit Derivatives Trader
May 1, 2003 – February 1, 2005
London, United Kingdom
J.P. Morgan
Quantitative Research Analyst - Hedge Fund Strategies
June 1, 2000 – May 1, 2003
London, United Kingdom
BNP Paribas
Quantitative Credit Risk Analyst
July 1, 1998 – December 1, 1999
London, United Kingdom
AWS Certified Cloud Practitioner
Amazon Web Services (AWS)
June 24, 2026 – Present
Machine Learning
Coursera
June 24, 2026 – Present
Quantum Machine Learning (UTQML101x)
University of Toronto
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a strong background in finance and consulting, with significant experience in leading data science and AI initiatives. While the target role is 'Data Analyst', the candidate's experience is at a much higher, strategic, and leadership level (Chief Data Scientist, Director, Principal Data Scientist). This indicates a potential mismatch in role expectations and responsibilities, as their experience far exceeds a typical Data Analyst role. The breadth of skills is strong in AI, ML, and quantitative finance, but the direct alignment with a pure 'Data Analyst' role is low due to overqualification.
Soft Skills & Operational Fit
The candidate's extensive leadership roles in data science and AI, coupled with experience in consulting and founding a company, suggest strong leadership, strategic thinking, and problem-solving skills. Their background in quantitative finance implies a data-driven and analytical approach to operations. However, specific details on collaboration style or stress handling are not available from the provided data.