Cost Operations Lead

Job Summary

Glean is looking for a Cost Operations Lead to provide end-to-end oversight of these initiatives: maintain the portfolio, set priorities, drive the operating cadence, unblock owners, and ensure savings land. Glean delivers AI at enterprise scale across a deliberately open, provider-neutral stack. This breadth necessitates numerous efficiency initiatives running in parallel across engineering - token yield, compute right-sizing, LLM Gateway quotas, provider commitments to name a few.

You will

• Drive Cloud and AI/LLM efficiency
• Own a single, prioritised source of truth for all cost initiatives and drive them to measurable efficiency and margin gains.
• Pressure-test savings claims: verify realised vs. projected savings post-launch, and prevent silent cost regressions from eroding prior wins
• Build cost-attribution discipline: per-service, per-team, per-customer, per-feature tagging and allocation so every dollar has an owner
• Oversee LLM spend across providers: procurement and commitment sizing
• Govern internal AI tooling spend with per-user visibility, quotas, and value assessment
• Build the observability automation layer
• Treat cost like production telemetry: real-time cost attribution, anomaly detection, alerting, and automated triage
• Automate the toil: cost-triage agents, regression detection, and self-serve attribution so the program scales

Qualifications

• 8+ years in infrastructure, SRE, developer productivity, or platform engineering, including 3+ years leading cross-team programs or teams
• Deep, hands-on understanding of cloud infrastructure and AI/LLM economics
• Proficient in driving efficiency, capacity, or FinOps-adjacent programs
• Eng operations instincts: you think in SLOs, error budgets, telemetry, and postmortems, and you apply that discipline to spend
• Strong SQL and data skills; you can query BigQuery, build a Sigma workbook, and model a scenario

Location

• This role is hybrid (3 days a week in our Bangalore office)

Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.