Zhiyuan Song
Data AnalystEngineering analyst at Google
Google
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Engineering analyst at Google
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
I am an ecologist / epidemiologist / machine learning scientist, working on the evolution of human minds, AI, and social systems, and tackling the epidemics of the online darkness.
Stanford University
Doctor of Philosophy (PhD), Mathematical Biology
January 1, 2008 – January 1, 2013
Chinese Academy of Sciences
MS, Ecological economics
January 1, 2005 – January 1, 2008
Tsinghua University
BS, Biology
January 1, 2001 – January 1, 2005
Senior Strategist
September 1, 2018 – Present
San Francisco Bay Area · On-site
L'Oréal
Senior Scientist II - Machine Learning
December 1, 2016 – September 1, 2018
San Francisco Bay Area
Stanford University
Grant Coach
September 1, 2015 – November 1, 2015
Stanford University
Postdoctoral Research Scientist
December 1, 2014 – November 1, 2016
P2P Editing, LLC
Co Founder and Director of Services
December 1, 2014 – December 1, 2015
Oakland, CA
University of Michigan
Postdoctoral Research Fellow
October 1, 2013 – November 1, 2014
Ann Arbor, MI
Initiative for Equality
Founding board advisor
November 1, 2011 – December 1, 2014
Stanford University
PhD Student & Research Assistant
September 1, 2008 – October 1, 2013
San Francisco Bay Area
Panda Mountain
Workshop organizer & Lecturer
October 1, 2006 – March 1, 2008
Sichuan, China
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Coursera
June 24, 2026 – Present
Convolutional Neural Networks
Coursera
June 24, 2026 – Present
Verified Peer Reviewer
Publons
June 24, 2026 – Present
Neural Networks and Deep Learning
Coursera
June 24, 2026 – Present
Sequence Models
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's background is heavily academic and research-oriented, with significant experience in scientific modeling and machine learning. While the 'Data Analyst' target role is aligned with their analytical skills, their previous roles as 'Senior Strategist' and 'Senior Scientist II - Machine Learning' suggest a more advanced, perhaps research-heavy, or strategic data science profile rather than a pure data analyst role. The breadth of their experience across different domains (biology, economics, AI ethics) indicates intellectual curiosity and adaptability, which are positive for cultural fit. However, the lack of explicit project details for the target role makes it difficult to fully assess alignment with typical data analyst responsibilities.
Soft Skills & Operational Fit
The candidate's experience as a Grant Coach and Co-Founder/Director of Services at P2P Editing, LLC, along with organizing workshops, suggests strong communication, mentorship, and leadership skills. Their involvement in non-profit initiatives (P2P Editing, Initiative for Equality) indicates a collaborative and mission-driven work attitude. The diverse research background implies adaptability and problem-solving capabilities.