Kyle Binder

Kyle Binder Email and Phone Number

Data Engineer at AAA Life @ AAA Life Insurance Company
Kyle Binder's Location
Lake Orion, Michigan, United States, United States
Kyle Binder's Contact Details

Kyle Binder personal email

n/a

Kyle Binder phone numbers

About Kyle Binder

Kyle Binder is a Data Engineer at AAA Life at AAA Life Insurance Company.

Kyle Binder's Current Company Details
AAA Life Insurance Company

Aaa Life Insurance Company

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Data Engineer at AAA Life
Kyle Binder Work Experience Details
  • Aaa Life Insurance Company
    Data Engineer
    Aaa Life Insurance Company Apr 2022 - Present
    Livonia, Mi, Us
    Lead architect of improvements to data anomaly detection. Result: A vendor redesigned the feature engineering of a key demographic variable, resulting in an estimated additional $1,200,000/year in sales from marketing campaigns.Tools: pandas, sklearn, SQL, & being genuinely curious about company data. ETL & ELT multiple data sources (CRM system, policy administration systems, vendor data, campaign selection metadata, numerous legacy databases) into centralized Data Platform (S3 & Redshift) for consumption by Data Scientists & Analytics Engineers. Regularly consulted as subject matter expert when anomalous results are observed. Tools: S3, Airflow 1.8, Airflow 2.2 & 2.5 via AWS (MWAA), AWS Lambda, Python, OpsGenie. Refactored regularly failing dbt jobs into Airflow jobs. Results: only 1 failure since Oct 2022 (previous failure rate was 2x-3x/week) & partners no longer emailing company CEO about missing data feeds. Awarded highest possible grade during performance reviews for 2 consecutive years in the category “Focuses on desired results & sets and achieves challenging goals”.
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  • Aaa Life Insurance Company
    Analytics Engineer
    Aaa Life Insurance Company May 2020 - Mar 2022
    Livonia, Mi, Us
    Lead developer of Salesforce dbt repository. Reliably tracked down root causes of unusual results & clearly explained to the business where received data did not match documented business rules & practices.Tools: SQL, dbt (Fishtown Analytics Data Build Tool)Lead developer of direct mail marketing campaign selection code repository. The resulting migration from an OLTP system (Adobe Campaign) to an OLAP system (Redshift) reduced average campaign selection time from 9 hours to 35 minutes. Regularly consulted as subject matter expert when anomalous results are seen.Tools: Amazon Redshift, Python (Pandas, SciPy) Consistent contributor to the department’s centralized Data Platform, including ingestion of sales production data & automated report development in AWS QuickSight. Regular code reviewer for peers’ merge requests, including large initiatives such as the deployment of a multi-touch marketing attribution framework across all company response channels.Refactored Python (SciPy) functions as SQL user-defined-functions (UDFs) in order to improve department’s analysis speed. Result: Computing Chi-Squared Statistics for 30-million record data sets now takes (on average) 8 seconds via SQL instead of 12 minutes via Python Dataframes.
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  • Forefront Analytics, Llc
    Director, Quantitative Research
    Forefront Analytics, Llc Jan 2012 - Jan 2014
    West Conshohocken, Pa, Us
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  • Forefront Analytics, Llc
    Portfolio Manager, Quantitative Beta Portfolios
    Forefront Analytics, Llc Aug 2009 - Dec 2011
    West Conshohocken, Pa, Us
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  • Forefront Analytics, Llc
    Quantitative Analyst
    Forefront Analytics, Llc Sep 2008 - Jul 2009
    West Conshohocken, Pa, Us
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  • Susquehanna International Group, Llp (Sig)
    Fixed Income Trading Intern/Co-Op
    Susquehanna International Group, Llp (Sig) Mar 2005 - Feb 2006
    Bala Cynwyd, Pennsylvania, Us
    Optimized models & tuned hyperparameters before python & R were cool.
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Kyle Binder Education Details

  • The Wharton School
    The Wharton School
    Teaching Assistant (Mba-Level Investment Management)
  • Drexel University
    Drexel University
    Applied Mathematics
  • Drexel University
    Drexel University
    Mathematics And Computer Science

Frequently Asked Questions about Kyle Binder

What company does Kyle Binder work for?

Kyle Binder works for Aaa Life Insurance Company

What is Kyle Binder's role at the current company?

Kyle Binder's current role is Data Engineer at AAA Life.

What is Kyle Binder's email address?

Kyle Binder's email address is kb****@****ics.com

What is Kyle Binder's direct phone number?

Kyle Binder's direct phone number is +161034*****

What schools did Kyle Binder attend?

Kyle Binder attended The Wharton School, Drexel University, Drexel University.

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