Jacob Ferraiolo
Senior Data Engineer @ Meta | Monetization Data Systems | AI-Augmented Engineering
- Role
- Senior Data Engineer at Meta
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Jacob Ferraiolo
Senior Data Engineer at Meta focused on building data systems that power product growth and monetization. My work sits at the intersection of engineering, analytics, and product strategy. I design end-to-end data infrastructure—including pipelines, data models, metrics frameworks, and dashboards—that enable teams to launch products, measure performance, and make better decisions.Currently I work on Meta’s subscription and monetization products, building the data foundations used to track growth, engagement, and retention.I am particularly interested in AI-augmented engineering workflows, and I have been leading efforts to integrate AI into development and operational processes such as automated incident investigation and on-call workflows.Outside of work I enjoy chess, financial markets, and building data-driven trading projects.
Experience
Senior Data Engineer
Oct 2025 — Present · Bellevue, WA, US
Build and own end-to-end data infrastructure supporting Meta’s emerging subscription and monetization products, including pipelines, data models, metrics, and dashboards.Partner with product managers, engineers, and leadership to define product success metrics and translate business goals into scalable analytics systems.Design data warehouse models and tables powering business reporting and experimentation for subscription growth and retention.Develop dashboards and metrics frameworks used by stakeholders to monitor product performance and guide product decisions.Drive adoption of AI-augmented engineering workflows, leveraging agentic development tools to accelerate debugging, analysis, and operational processes.Leading development of AI-driven on-call automation for Meta Subscriptions, reducing manual investigation and improving incident response.
Education
James Madison University
Bachelor's degree, Economics
2013 — 2017
Skills
- Teaching
- Time Management
- Public Speaking
- Sql Server Management Studio
- Extract, Transform, Load (Etl)
- Microsoft Word
- Team Leadership
- Social Media
- Sql Server Reporting Services (Ssrs)
- Microsoft Office
- Agile Methodologies
- Team Building
- Data Entry
- English
- Leadership
- Teamwork
- Database Design
- Sas
- Powerpoint
- Microsoft Excel
- Photoshop
- Microsoft Sql Server
- Research
- R
- Data Mining
- Data Warehousing
- Spss
- Customer Service
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