Bonnie Barrilleaux

Data science 🔮🔬📈

Bonnie Barrilleaux is a seasoned data science professional currently serving as a Senior Staff Data Scientist at LinkedIn, having transitioned from her role as Senior Manager, Data Science in September 2022. Based in San Francisco, California, she has a robust background in data analytics and product strategy, particularly within the content ecosystem at LinkedIn.

Professional Experience

LinkedIn
- Senior Staff Data Scientist (September 2022 - Present)
  - Leads flagship data science initiatives.
- Senior Manager, Data Science (December 2020 - September 2022)
  - Oversaw data science for content experience, messenger, identity, search, and infrastructure.
- Data Science Manager (July 2018 - December 2020)
  - Focused on content experience analytics.
- Staff Data Scientist (October 2016 - July 2018)
  - Tech lead for content experience analytics.
- Senior Data Scientist (October 2015 - October 2016)
  - Worked on improving user interface and user experience through data analysis.
- Data Scientist (June 2014 - October 2015)
  - Conducted consumer analytics and feature evaluation.

Education

Tulane University
- M.S. and Ph.D. in Chemical and Biomolecular Engineering, Biomedical Sciences.
Louisiana State University
- Bachelor's Degree in Chemical Engineering.

Skills and Contributions

Bonnie Barrilleaux has contributed to various conferences as a speaker, discussing topics such as metrics in data science and engagement quantification at LinkedIn. Her expertise spans data cleaning, quality assurance, metric development, and strategic product insights.1 2 3

Her academic background and extensive experience in data science make her a key figure in leveraging data to enhance user experiences at LinkedIn.