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Data Analyst Python

San Francisco, CA
February 19, 2020

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Summary: Data Scientist with ** years’ experience in quantitative analytics, predictive analytics, and data life cycle analysis. Experience with SQL, Python, Tableau, Alteryx, R, and Excel. Currently employed at Bunchball, the leader in gamification.

Work History

2017-01 - Current

Senior Data Analyst

Bunchball, San Francisco, CA

Generated machine learning models in python using logistic regression, spline regression, Naïve Bayes, support vector machine, neural network, decision tree, boosted model, and random forest tree models.

Established “Love Metric” sentiment analysis using pandas, torch, and flair nlp and tensorflow python packages.

Developed recommender engines to 1) Identify optimum mission completion for gamification, 2) Drive rewards store utilization across client sites.

Provided advanced data analysis using Postgres SQL, Alteryx, R, Python, and Tableau.

Prepared client presentations for prospective, new, and established clients demonstrating capabilities of reporting.

Generated periodic reports demonstrating client usage patterns to monitor engagement.

Traveled to client sites to present and introduce effective data strategies.

Acted as data liaison during client onboarding.

Utilized Tableau to provide customer dashboards.

Data stored in Snowflake data warehouse.

2014-09 - 2016-12

Data Modeler, VBA Programmer, Data Analyst (Gilead Sciences, CCSF, US Coast Guard, Granite Consulting)

Independent Contractor, San Francisco, CA

Acted as principal business data analyst in project management group, gathering requirements from different units to develop business requirement documents and manage project lifecycle.

Implemented a data warehouse using Oracle BI to manage and share information between several different municipal agencies.

Programmed spreadsheet for enterprise-wide distribution with data validation and error checking.

Acted as Excel Expert in performing index matching, vlookups, pivot tables, and graphs.

Migrated data using ETL practices from Fox Pro to SQL.

Analyzed data in MS Excel for optimization and data modeling.

Utilized Vlookups, pivot tables, slicers, and VBA programming to provide dashboard.

Performed complex predictive analytics to improve using SAS.

Used ETL to migrate data from flat files to SQL database.

Coordinated statistical data analysis, design, and information flow.

2006-08 - 2012-09

Analyst II

IHS, Santa Clara, CA

Provided detailed research using on major chemical producers to ensure accuracy and currency.

Of location, contact, and production data in order to stay competitive, and benchmark against competitors.

Managed large datasets using advanced MS Excel functionality to perform analysis on production.

Outputs and provide an accurate picture of the competitive landscape.

Provided extensive research using MS Access on the international chemical industry landscape with specific focus on India, Western Europe, Mexico, and Canada.

Research used to drive decisions on mergers and acquisitions.

2012-09 - 2014-09

Reporting Data Analyst

Esurance, San Francisco, CA

Prepared statistical data reports to support reporting of customer data to regulatory agencies using MS SQL Server with multiple complex joins (inner, outer, left, right and full), case statements, and aggregate functions.

Developed data tracking tool in Excel using standard deviation and other relevant statistical models to determine if daily reports were out of balance, which resulted in faster analysis and reliable reporting of errors.

Led the development and implementation of reporting tools for motorcycle insurance, a major new product in the company portfolio.

Drove QA on reports using statistical analysis, reasonability testing and trend analysis to validate models and reporting reliability using ETL, MS SQL, MS Excel VBA, macros, Vlookup and other tools.

Led the development of business requirement documents to support the launch of new products.


2016-01 - 2017-08

Master of Science: Data Science

Southern Methodist University - Dallas, TX

2010-06 - 2012-04

MBA: Corporate Finance

Walden University - Minneapolis, MN

2003-01 - 2006-08

Bachelor of Arts: Mathematics

San Francisco State University - San Francisco, CA

2003-01 - 2006-08

Bachelor of Arts: English

San Francisco State University - San Francisco, CA



San Francisco, CA, 94112







Very Good

MS Excel (Advanced)


VBA Programming

Very Good


Very Good


Very Good

Python (pandas, numpy, scikit-learn, etc)

Very Good



Requirements Gathering

Very Good



Machine learning

Very Good


Very Good

Statistical analysis



Very Good


Very Good


Matthew Ingle

Data Scientist / Analyst

Contact this candidate