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Jason Ming

@jasonming

Senior Data Engineer at Meta building AI infrastructure analytics platforms, data pipelines, and AI-assisted tools for capacity planning.

United States
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At Meta, I built a 0-to-1 data engineering team and analytics platform supporting AI infrastructure decisions. The platform brings together scalable pipelines, curated datasets, operational metrics, and self-service analysis.

I also created analytical datasets that combine infrastructure telemetry, workload information, resource allocation signals, and operational events for capacity planning and utilization analysis. I implemented data quality and lineage practices to improve reliability and transparency.

Previously, I led a distributed data engineering team supporting Meta Ads analytics and business metrics for product optimization and experimentation. I developed trusted datasets, KPI frameworks, and experimentation data used in product analysis and decision-making.

At Facebook / Meta, I built analytical systems for Messenger and Instagram Business Messaging, while at Assurant I developed data systems for insurance, warranty, claims, and e-commerce. My experience also includes supporting consulting teams at Kearney with data analysis and visualization.

Experience

Work history, roles, and key accomplishments

Meta logoME
Current

Tech Lead Manager, AI/ML Infra Capacity Data

Sep 2024 - Present (2 years 1 month)

Built a 0→1 data engineering team and analytics platform supporting AI infrastructure decision-making through scalable data pipelines, curated datasets, operational metrics, and self-service analytical capabilities. Designed production-grade batch and streaming data pipelines using Python, SQL, Spark/PySpark, Kafka, Flink, Airflow, and cloud data platforms.

Meta logoME

Data Engineering Manager

Dec 2021 - Sep 2024 (2 years 9 months)

Led a distributed data engineering team supporting Meta Ads analytical systems and business metrics used for product optimization, experimentation, and decision-making. Architected scalable data platforms using SQL, Python, Spark/PySpark, Airflow, Databricks, Trino/Presto, AWS, Iceberg, Kafka, Flink, and data governance practices.

Meta logoME

Senior Data Engineer, Business Messaging

Sep 2019 - Dec 2021 (2 years 3 months)

Architected analytical data systems supporting Messenger and Instagram Business Messaging products, enabling measurement of customer-business communication, adoption, engagement, and retention. Built large-scale ETL/ELT pipelines using SQL, Python, Spark/PySpark, Presto, Hive, Dataswarm, and event-based data systems.

Assurant logoAS

Data Engineer, Insurance & E-Commerce Data Systems

Jan 2016 - Sep 2019 (3 years 8 months)

Designed and developed transactional and analytical data systems supporting insurance, warranty, claims, service-contract, and e-commerce business domains. Built ETL/ELT pipelines using SQL, Python, Spark, and relational database technologies to integrate operational, customer, policy, claims, order, and partner datasets.

Kearney logoKE

Summer Intern

Jan 2013 - Dec 2013 (11 months)

Supported consulting teams by collecting, cleaning, analyzing, and visualizing structured and semi-structured datasets. Built analytical models using SQL, Python/R-style analysis, Excel, and visualization tools to generate business insights.

Education

Degrees, certifications, and relevant coursework

University of Missouri–Columbia logoUM

University of Missouri–Columbia

Master of Science

Master of Science degree from the University of Missouri–Columbia, completed in 2015.

East China University of Science and Technology logoET

East China University of Science and Technology

Bachelor of Engineering

Bachelor of Engineering degree from East China University of Science and Technology, completed in 2013.

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