GitLab

Staff Backend Engineer - Monitoring and Anomaly Detection (Monetization)

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4 hours ago
Bengaluru, IndiaStaff+

Responsibilities

  • Design, build, and operate observability across the Monetization stack using metrics, logs, and traces.
  • Implement automated detection for billing, data, and event anomalies and route alerts to responsible feature teams.
  • Develop reconciliation and data integrity checks across usage and billing pipelines.
  • Define and track service level objectives and indicators, write runbooks, and participate in incident response.
  • Explore artificial intelligence and machine learning techniques to predict system anomalies and accelerate resolution.
  • Set technical direction for the greenfield Fulfillment Workflow Monitoring team and establish its operating rhythm, incident response model, and quality bar.
  • Review merge requests and collaborate with Product, Finance, Support, and other partners on reliable operational tooling.

Requirements

  • Professional experience building and operating Ruby on Rails applications such as CustomersDot.
  • Experience in site reliability or observability engineering, including monitoring, alerting, service level objectives and indicators, runbooks, and incident response.
  • Experience setting technical direction for observability, reliability, or detection work and bringing other engineers along.
  • Experience building anomaly detection, monitoring, or risk management tooling.
  • Familiarity with Prometheus, Grafana, and OpenTelemetry.
  • Exposure to analytical data stores such as ClickHouse and the change data capture and event-streaming pipelines that feed them, including Siphon and NATS JetStream.
  • Experience owning projects from concept through production and communicating complex technical and organizational problems clearly.
  • Working knowledge of Python for anomaly detection and data work is a plus.
  • Experience with billing, financial, or other business-critical systems, including Zuora or Salesforce, is a plus.

Benefits

  • Health, financial, and well-being benefits
  • Flexible paid time off
  • Team Member Resource Groups
  • Equity Compensation and Employee Stock Purchase Plan
  • Growth and Development Fund
  • Parental Leave
  • Fully remote work; location-based eligibility may apply

Tech Stack

ClickHouseGrafanaPrometheusPythonRuby on Rails

Categories

BackendDevOpsSite Reliability
GitLab

About GitLab

1,001-5,000 employees

GitLab is the Intelligent Orchestration Platform where software teams and their AI agents stay in flow to amplify their capacity for innovation. Together, they automate repetitive tasks to plan, build, secure, test, deploy and maintain software. With GitLab, software teams spend less time on coordination overhead and more time on the next big idea. GitLab Duo Agent Platform provides AI agents that automate tasks across the software lifecycle. Agents handle code generation, security analysis, code review, CI/CD troubleshooting, and custom workflows — while teams maintain control through enterprise governance. Build what's next with us. Explore open roles and join our talent community: https://about.gitlab.com/jobs/