Data Engineer at Facebook
Seattle, Washington
Data Engineer @ Facebook I specialize in performance, reliability, and efficiency data domains, as well as building sophisticated end-to-end data models that track application-critical events across a distributed network of client and server devices. Focus in: deep technical product knowledge to drive high quality logging-schema designs and metric creation/definition, highly performant and efficient ETL design using modern...
Data Engineer @ Facebook I specialize in performance, reliability, and efficiency data domains, as well as building sophisticated end-to-end data models that track application-critical events across a distributed network of client and server devices. Focus in: deep technical product knowledge to drive high quality logging-schema designs and metric creation/definition, highly performant and efficient ETL design using modern batch-compute engines in addition to stream processing, as well as consumption-layer development in the forms of dashboards, real-time alerting, and A/B testing Greater Seattle AreaData Analyst @ Bazaarvoice I pull data from multiple sources, clean, transform, aggregate, and model to provide insight for both internal stakeholders as well as for clients. Frequent responsibilities include, but are not limited to:• Creating custom reports for clients using Python and SQL to give them actionable insight into their product review data• Development of Python and R scripts to help streamline work for other analysts and make their work more efficient• Research into how sentiment in customer service feedback varies between industries using text mining in R (published in Bazaarvoice Conversation Index: Volume 10)• Project management experience creating and scripting internal and client specific operations metrics. Experience with constantly changing and evolving goals and projects that benefit from expertise in prioritization, organization, and time management.• Daily SQL queries involving statistical analysis – averages, counts, time stamp differentials – to help improve internal operations optimization• In depth statistical analysis using R, Python/pandas, and Excel – Exploration of data distributions, investigation of outliers, time series analysis to determine trends over weeks, months, and quarters• Text analysis and mining using R and Python• Data Visualization in R, Tableau – certified in ggvis R package using factor variables, regression lines, and interactive graphics, as well as pivot tables and heat maps. Tableau certified• Report automation using cron and Jenkins• AWS experience, including Amazon SES for automated client reporting• Sublime Text proficient – package management, multiline editing, file diffs, project navigation• Command line linux proficient (ssh and “keyboard jockeying”)• Proficient using JIRA and Confluence for Agile development and documentation• Knowledge of Linear Algrbra, Matrix Theory, Probability, and Logic From May 2016 to February 2017 (10 months) Associate Data Analyst @ Bazaarvoice From February 2015 to May 2016 (1 year 4 months) Lake Travis High School Debate Judge @ Lake Travis ISD • Tournament judge for Lake Travis Debate Tournaments in 2010 and 2011• Oversaw and mediated debate rounds and extemporaneous speeches between teams of high school students competing in Public-Forum debate, Foreign and Domestic extemp speeches • Delivered constructive oral and written critiques of speeches and overall manner in round, as well as ranked performances From September 2010 to September 2011 (1 year 1 month) Austin, Texas Area
Data Engineer
Greater Seattle Area
Bazaarvoice
Data Analyst
May 2016 to February 2017
Bazaarvoice
Associate Data Analyst
February 2015 to May 2016
Lake Travis ISD
Lake Travis High School Debate Judge
September 2010 to September 2011
Austin, Texas Area
I specialize in performance, reliability, and efficiency data domains, as well as building sophisticated end-to-end data models that track application-critical events across a distributed network of client and server devices. Focus in: deep technical product knowledge to drive high quality logging-schema designs and metric creation/definition, highly performant and efficient ETL design using modern batch-compute engines in addition... I specialize in performance, reliability, and efficiency data domains, as well as building sophisticated end-to-end data models that track application-critical events across a distributed network of client and server devices. Focus in: deep technical product knowledge to drive high quality logging-schema designs and metric creation/definition, highly performant and efficient ETL design using modern batch-compute engines in addition to stream processing, as well as consumption-layer development in the forms of dashboards, real-time alerting, and A/B testing
What company does Miles Carrington work for?
Miles Carrington works for Facebook
What is Miles Carrington's role at Facebook?
Miles Carrington is Data Engineer
What industry does Miles Carrington work in?
Miles Carrington works in the Information Technology and Services industry.
Who are Miles Carrington's colleagues?
Miles Carrington's colleagues are Aditya Sharat, Subhamitra Chatterjee, Jeanette Mercado, Nicholas Lo, Taylor Ledingham, Scott Spiering, Shahzaib Bhatti, Tunde Oladimeji, Jason Holland, and Brian Amerige
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