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Analytics engineer and data scientist with experience across software, retail, healthcare and finance
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Staff Analytics EngineerToastAustin, Tx, Us
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Staff Analytics EngineerVinovest Jul 2024 - PresentLos Angeles, California, Us- Fixed third-party price data with slope-based outlier imputation with a dbt Snowpark (Spark) model- Saved 67% on Snowflake costs by improving warehouse config and job scheduling- Introduced reverse ETL with Hightouch -
Senior Analytics EngineerVinovest Apr 2023 - Jul 2024Los Angeles, California, Us
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Data Science ConsultantFreelance Oct 2020 - PresentProvided startup clients with data curation, summary analytics and experiment design and analysis in project-based engagements. Clients included firms in Medicare navigation, retail ecommerce, and real estate.
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Senior Data ScientistCypress.Io Sep 2021 - Feb 2023Atlanta, Georgia, UsHybrid role of forecasting, product analytics, and data/analytics engineering. - Introduced the orchestration tool Prefect- Wrote over 50 dbt models for complex event data transformation at billion-row scale - Managed ETL and reverse ETL with Stitch and Hightouch for consumption in Salesforce and Amplitude- Forecasted variable overage revenue using a custom simulation involving an ensemble of ARIMA models with bootstrap -
Data ScientistThe Zebra Sep 2019 - Sep 2020Austin, Texas, UsHelped shoppers compare insurance quotes and get the best rate for home and auto insurance. Marketing data science specialist optimizing ad bids, revenue forecasts, etc. -
Data ScientistBazaarvoice Jul 2017 - Aug 2019Austin, Texas, UsAnalyzed consumer-generated content for brands and retailers to help deliver smarter campaigns and better shopping experiences. Moderated content with NLP, contributing significant cost savings over human moderation. -
Statistician/Research SpecialistWomen'S Health Services, Texas Health And Human Services Commission Dec 2015 - Jul 2017Analyzed claims data for Medicaid-adjacent reproductive and preventative healthcare programs to guide policy and allocation of $100+ million in funds. Dashboards and geographic/demographic data visualizations, statistical modeling, and schema redesign for an overhaul of healthytexaswomen.org.
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Research AssistantNeurotexas Institute Research Foundation At St. David'S Medical Center Aug 2013 - Oct 2015Facilitated research on epilepsy and Parkinson’s disease, involving data from biophysical recordings from patients and medical records. Worked with bioengineers on Python and R scripts for data acquisition, cleaning and exploratory analysis. Contributed statistical features to a machine learning (random forest) model for predicting Parkinson’s disease severity based on patients’ keystroke patterns.
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Graduate StudentThe University Of Texas At Austin Aug 2010 - Aug 2013Austin, Tx, UsStudied human long term memory using EEGExtensive training in statistical analysis of brain data -
Research AssistantUc San Diego Apr 2008 - Jul 2010La Jolla, Ca, Us
Emily Knight Skills
Emily Knight Education Details
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The University Of Texas At AustinCognitive Neuroscience Area -
Uc San DiegoPsychology
Frequently Asked Questions about Emily Knight
What company does Emily Knight work for?
Emily Knight works for Toast
What is Emily Knight's role at the current company?
Emily Knight's current role is Staff Analytics Engineer.
What is Emily Knight's email address?
Emily Knight's email address is em****@****bra.com
What is Emily Knight's direct phone number?
Emily Knight's direct phone number is 866-522*****
What schools did Emily Knight attend?
Emily Knight attended The University Of Texas At Austin, Uc San Diego.
What skills is Emily Knight known for?
Emily Knight has skills like Statistics, Data Analysis, Cognitive Neuroscience, Research Design, Research, Neuroscience, Eeg, Cognition, Neuropsychology, Neuropsychological Assessment, Psychology, R.
Who are Emily Knight's colleagues?
Emily Knight's colleagues are Ashley Gambee, Rishi Kumaran , Jake Toomey, Julia Dimauro, Jeni Lama, Meredith Gallagher, Jared De Uriarte.
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