Cecilia Liao
Senior Data Analyst
Mole Valley, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolCecilia Liao is a senior data analyst with 15 years of cross-sector experience in financial services, consultancy, and analytics, now applying her expertise at SMBC Group. She combines hands-on data science and analytics (NLP, segmentation, predictive modelling) with human-centred change management to deliver technology-enabled transformations across HR and enterprise programs. Cecilia has a track record of turning messy real-world data into clear, actionable insights and building executive-level narratives that drive investment and behavior change. At Microsoft and dunnhumby she led design-thinking workshops and incubator products, generating multimillion-dollar deals and shipping B2C/B2B analytics products. A long-time contributor to the Python community—organising PyData London and serving as a trustee of the UK Python Association—she bridges technical delivery and community leadership. Based in Mole Valley, she blends quantitative rigor with practical change interventions to embed sustainable, data-informed ways of working.
10 years of coding experience
8 years of employment as a software developer
BA Psychology, BA Psychology at University of Southern CaliforniaMSc International Finance and Investments, MSc International Finance and Investments at London South Bank University
Stackoverflow
81reputation
9kreached
0answers
2questions
Github Skills (19)
python10
data-science10
statistics10
machine-learning10
data-analysis10
pandas9
manipulation9
scikit9
scikit-learn9
frame9
data-structures9
dataframes8
data-manipulation8
jekyll8
pydata8
Programming languages (3)
Github contributions (5)
cecilialiao/cecilialiao.github.io
Aug 2018 - Sep 2018
GitHub powered website for Cecilia Liao
Contributions:4 PRs, 5 pushes, 4 branches in 6 days
cecilialiao/pydatalondon.github.io
Jan 2016 - Jan 2016
Contributions:3 PRs, 2 pushes, 3 branches in 1 day
pythonpydata
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