Edge Capacity Engineer | AI-Driven Planning & Deployment

Cloudflare; Austin (TX); On-site; USD 120,000 - 170,000; Full time

Job summary

Cloudflare in Austin, TX is seeking a Capacity Engineer to own edge planning regions end-to-end, building models, maintaining data pipelines, and translating forecasts into deployment decisions. You will work with AI tooling and collaborate with hardware sourcing and infrastructure teams to drive cross-regional consistency.

Ideal candidates have 3-5 years in analytical or technical infra roles, with strong SQL, data analysis, and experience using BigQuery, Python, and Jupyter notebooks for

Qualifications

• 3-5 years in analytical, planning, or technical infra role.
• Strong SQL and data analysis skills required.
• Experience with BigQuery, Python, and Jupyter notebooks preferred.

Responsibilities

• Own one or more edge planning regions end-to-end with minimal supervision.
• Maintain and improve regional planning models with new traffic patterns and tech changes.
• Build and maintain data pipelines feeding regional planning using BigQuery, Python, and Jupyter notebooks.
• Work with hardware sourcing and infrastructure teams to translate forecasts into deployment plans.
• Identify capacity risks proactively and surface them before escalation.

Skills

SQL proficiency

Data analysis

Python scripting

Stakeholder comms

Tools

BigQuery

Jupyter

Job description

Cloudflare in Austin, TX is seeking a Capacity Engineer to own edge planning regions end-to-end, building models, maintaining data pipelines, and translating forecasts into deployment decisions. You will work with AI tooling and collaborate with hardware sourcing and infrastructure teams to drive cross-regional consistency.

Ideal candidates have 3-5 years in analytical or technical infra roles, with strong SQL, data analysis, and experience using BigQuery, Python, and Jupyter notebooks for