Zach Davis, Ph.D.
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Zach Davis, Ph.D. Email & Phone Number

Machine Learning Scientist at The New York Times
Location: Brooklyn, New York, United States 7 work roles 2 schools
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Current company
Role
Machine Learning Scientist
Location
Brooklyn, New York, United States
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Who is Zach Davis, Ph.D.? Overview

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Zach Davis, Ph.D. is listed as Machine Learning Scientist at The New York Times, a with 10449 employees, based in Brooklyn, New York, United States. AeroLeads shows a matched LinkedIn profile for Zach Davis, Ph.D..

Zach Davis, Ph.D. previously worked as Data Scientist at The New York Times and Research Scientist (contract with Meta Reality Labs) at Magnit @ Meta. Zach Davis, Ph.D. holds Phd, Psychology from New York University.

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Email format at The New York Times

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The New York Times

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Profile bio

About Zach Davis, Ph.D.

Data Scientist at the New York times, formerly visiting Research Scientist with Meta Reality Labs. I employ a combination of data science, statistical analysis, and quantitative research to predict and understand user behavior. This work involves quantitative methods (causal inference, machine learning, predictive modeling) and qualitative methods (surveys, experience sampling, contextual inquiry). To do this I use statistical programming (python, R), query languages (SQL), and experimental design.These approaches have resulted in- Insights from my experiments driving interface design for augmented reality at Meta.- 16 peer-reviewed journal articles and conference papers.- Invited talks at workshops in top AI conferences (NeurIPS, ICLR).

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The New York Times
The New York Times
Machine Learning Scientist
New York, United States
Employees
10449
AeroLeads page
7 roles

Zach Davis, Ph.D. work experience

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Data Scientist

Current

New York, New York, United States

Data Scientist working on algorithmic recommendations.

Feb 2024 - Present

Research Scientist (Contract With Meta Reality Labs)

Magnit @ Meta

Data science and quantitative user experience research for augmented reality in Meta's Reality Labs division- Behavioral modeling- Data engineering- Large Language Models- Recommender systems- User classification

Oct 2021 - Oct 2023

Postdoctoral Researcher

San Francisco, California, United States

Causality in Cognition Lab; Principal Investigator Tobias Gerstenberg, PhDFellowship partially funded by the Stanford Institute for Human-Centered Artificial Intelligence- Used Bayesian generalized mixed-level models (brms, Stan) to predict behavior in nested survey designs. - Predict positive/negative attitudes about others with Bayesian inference models (80-90% accuracy).- Fit models with MCMC, Nelder-Mead, grid search; compared models using k-fold cross-validation, inferential statistics, and Bayesian model selection (BIC).- Extensive experience conceptualizing, designing, and executing custom online experiments (Amazon Mechanical Turk, Prolific).- Work presented in 5 conferences / invited talks to universities.

Sep 2020 - Sep 2021

Cognitive Scientist

Ph.D. in Experimental Psychology; Principal Investigator Bob Rehder, PhD.- Used machine learning models (Bayesian modeling, causal graphical models, neural networks) to predict the decisions people make. - Designed, implemented, and analyzed results of large-scale online experiments (~2,500 participants, Amazon Mechanical Turk). - Findings and models presented at major conferences in psychology (Cognitive Science Conference) and artificial intelligence (NeurIPS, ICLR).

Sep 2015 - Jun 2020

Graduate Teaching Assistant

Lectured in two courses for the Department of Psychology- Master's Statistics: advanced statistics for Master's students in the Department of Psychology. Topics covered included linear and logistic regression, ANOVA, and inferential statistics.- Introduction to Cognition: undergraduate course covering experiment design and topics in memory, perception, and decision-making.

Feb 2017 - May 2018

Technical Consultant - Technology Learning Center

Consulted for University-wide needs for technical assistance. Specialized in media technology, particularly video (Adobe premiere pro) and image editing (Adobe photoshop).

Jan 2012 - May 2015
2 education records

Zach Davis, Ph.D. education

Phd, Psychology

Ph.D. in Experimental Psychology M.A. in Experimental Psychology

FAQ

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What company does Zach Davis, Ph.D. work for?

Zach Davis, Ph.D. works for The New York Times.

What is Zach Davis, Ph.D.'s role at The New York Times?

Zach Davis, Ph.D. is listed as Machine Learning Scientist at The New York Times.

Where is Zach Davis, Ph.D. based?

Zach Davis, Ph.D. is based in Brooklyn, New York, United States while working with The New York Times.

What companies has Zach Davis, Ph.D. worked for?

Zach Davis, Ph.D. has worked for The New York Times, Magnit @ Meta, Stanford University, New York University, and University Of Richmond.

How can I contact Zach Davis, Ph.D.?

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What schools did Zach Davis, Ph.D. attend?

Zach Davis, Ph.D. holds Phd, Psychology from New York University.

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