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- Over 10 years of experience in data science, gained after completing a PhD in statistics, in a fast-paced, data-driven environment.- Extensive experience in machine learning and statistical modeling- Expertise in applying scientific methods to solve real-world problems using large-scale web data- Strong analytical product intuition - able to use data impactfully in guiding the development of products and user experiences- Proven track record of providing actionable insights by connecting behavior and perception- Excellent communication skills for effectively explaining complex findings to both technical and non-technical stakeholders- Experience working directly with senior leadership, directors, and VPs- Both senior individual contributor and managerial experience, including leading and mentoring teams- Proficient in SQL and scripting languages, primarily R and occasionally Python- Extensive cross-functional team experience collaborating with product, engineering, design, marketing, and operations teams.- Experience in market research and designing surveys
Shopify
View- Website:
- shopify.com
- Employees:
- 24475
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Staff Data Scientist, InternationalShopifySeattle, Wa, Us
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Blogger And LecturerScientistcafe.Com Feb 2016 - PresentTechnical blog: https://scientistcafe.com/YouTube Channel: https://www.youtube.com/channel/UCgEXiCCxJO9S6lWcoXShryg
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Staff Data Scientist, Ecosystem And InternationalShopify Sep 2021 - PresentOttawa, On, Ca- Lead large-scale research projects combining surveys with behavioral analysis- Design and execute multi-method studies to address strategic product challenges- Tackle complex long-term problems within a multi-disciplinary team
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Chair, Statistics In Marketing SectionAmerican Statistical Association - Asa Jan 2017 - PresentAlexandria, Va, Us- 2023: Chair, ASA Section on Statistics in Marketing- 2022: Chair-Elect, ASA Section on Statistics in Marketing- 2019 - 2021: ASA Traveling Course faculty- 2018 Program Chair, ASA Section on Statistics in Marketing- 2017 Program Chair-Elect, ASA Section on Statistics in Marketing -
Quantitative Ux ResearcherGoogle Jul 2020 - Sep 2021Mountain View, Ca, Us- Lead and build a user-centered metric tracking framework with a team of PM, SWE, UXR, and Analysts.- Address product needs, competitive positioning, and unmet user needs through a combination of a large-scale survey, natural language processing, preference modeling, and log analysis.- Work closely with the machine intelligence team on innovative AI features.- Drive change by communicating actionable findings to experts and non-experts in the organization. -
Head Of Data ScienceNetlify May 2018 - Jun 2020San Francisco, California, Us- Build up and lead a data science team to unlock the optimization for growth (Netlify user growth has grown 15%+ MoM, revenue has grown 10% MoM)- Partner with the infrastructure team to build data pipelines to centralize large scale user-generated data (Data Lake) in a big data cloud environment using Hadoop and Spark.- Design and build Data Mart for business users.- Define and lead the development of foundational user behavior analysis, including user conversion model, funnel engagement analysis, marketing attribution, etc. -
Lead Data Scientist, MarketingDupont Jan 2016 - Apr 2018Wilmington, De, UsLead the project of building a marketing data pipeline - Build a marketing database in the cloud - Automate predictive models and dashboard that track business performance - Social media analytics -
Data Scientist, MarketingDupont May 2013 - Dec 2015Wilmington, De, UsProvide data science leadership for a broad range of analytics in North America Marketing - Predictive Analytics - Marketing programs analysis under the observational scenario - Analyze market research survey data using psychometric models and natural language processing; quantitatively study customer perception and identify variables that are predictive of patterns and/or are leading indicators
Hui Lin Skills
Hui Lin Education Details
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Iowa State UniversityStatistics -
Iowa State UniversityStatistics
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Beijing Normal UniversityMathematics And Statistics
Frequently Asked Questions about Hui Lin
What company does Hui Lin work for?
Hui Lin works for Shopify
What is Hui Lin's role at the current company?
Hui Lin's current role is Staff Data Scientist, International.
What is Hui Lin's email address?
Hui Lin's email address is lo****@****ail.com
What is Hui Lin's direct phone number?
Hui Lin's direct phone number is (866) 481*****
What schools did Hui Lin attend?
Hui Lin attended Iowa State University, Iowa State University, Beijing Normal University.
What skills is Hui Lin known for?
Hui Lin has skills like Statistics, R, Data Analysis, Data Mining, Sas, Statistical Modeling, Research, Machine Learning, Programming, Biostatistics, Predictive Analytics, Sql.
Who are Hui Lin's colleagues?
Hui Lin's colleagues are Charaf Eddine C., Seaarne Ball, Krista Hildner, Samantha Larsen, Danyal Hassan, Alisa Rootsaert, Kyle Durand.
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