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Taylor Davis

@taylordavis1

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Senior Data Engineer building reliable, scalable data pipelines, APIs, and analytics-ready workflows.

United States

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What I'm looking for

I’m looking for a team where I can build reliable, high-performance data pipelines and API-driven workflows that protect data integrity. I want to collaborate in Agile delivery, improve system monitoring/debugging, and help translate business goals into scalable analytics and ML-ready solutions.

I’m a Senior Data Engineer with 10+ years of experience building scalable, data-driven systems, backend services, and analytics-ready data workflows across enterprise environments. I focus on SQL and Python to design ETL-style processes, API-driven data flows, and distributed systems that align with modern analytics and machine learning platforms. I bring strong expertise in data modeling, validation, performance tuning, and data integrity to support reporting, operational insights, and trustworthy datasets.

In my recent work, I’ve designed and supported pipeline-style backend systems and integration layers that ensure consistent and reliable data exchange between services. I work effectively in Agile Kanban/Scrum environments using Git and Jira, collaborate across engineering and product teams, and translate business requirements into technical data solutions. I also prioritize reliability through log analysis, debugging, monitoring, and code reviews—helping teams maintain quality, maintainability, and secure, scalable cloud data processing.

Experience

Work history, roles, and key accomplishments

Senior Data Engineer

Tango

Aug 2022 - Dec 2025 (3 years 4 months)

Designed and implemented scalable Python/SQL data pipeline backend systems and API-driven integration layers for reliable enterprise data processing and workflow automation. Built reporting/analytics-ready transformations, enforced data validation and integrity checks, and supported cloud workflows across Azure and AWS.

SQL Python ETL Data Pipelines Data Validation REST APIs Azure AWS Workflow Automation Distributed Systems

Software Engineer

Local Hero

Aug 2020 - Jul 2022 (1 year 11 months)

Developed and maintained SQL-based data processing workflows and Python backend scripts to transform and integrate data for enterprise CMS and application platforms. Built API pipelines connecting .NET and Java services and implemented validation and quality checks to ensure consistent, analytics-ready reporting datasets.

SQL Python API Integration Data Pipelines Data Validation Relational Databases Git Agile Scrum

Full Stack Developer

Fractal EMS Inc

Aug 2017 - Jul 2020 (2 years 11 months)

Designed and optimized SQL-based data models and queries to support enterprise reporting and operational systems. Built Python/Java backend services for dataset processing and transformation, and created integration workflows with logging and monitoring to improve troubleshooting and data reliability.

SQL Python Java Data Modeling ETL Database Optimization Data Cleaning Logging API Integration Agile Development

Full Stack Developer

iDonate

Sep 2015 - Jun 2017 (1 year 9 months)

Built and maintained SQL-based data processing scripts to support nonprofit donation platform operations, including extraction and transformation for reporting and operational insights. Developed API integrations for payments and external systems and ensured data accuracy through validation and testing.

SQL API Integration Data Extraction data transformation Data Validation Testing Reporting & Analytics