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Architecture & Technical Leadership:
- Own the full architecture of the Forecast Engine and its automation layer (scheduled runs, variance tracking, alerting).
- Define data contracts, forecast cadence, and alert routing to ensure reliability and observability.
- Drive innovation in forecasting including responsible use of AI/ML tooling.
Hands-On Development:
- Build scheduled forecast runs via Argo Workflows with retries and idempotency.
- Develop variance tracking and alerting that fires on budget breach, forecast drift, and pipeline health.
- Extend the Rust simulation core and build Lightdash marts for finance and capacity partners.
Collaboration & Integration:
- Work autonomously with FinOps leadership and partner with DevOps and platform teams.
- Integrate with planning systems and ensure forecasts map to how the organization plans and budgets.
- Use modern AI development tools (Claude Code, Cursor, Copilot) to accelerate development.
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