GitLab

Staff Backend Engineer - Monitoring and Anomaly Detection (Monetization)

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24 days 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 builds a DevSecOps platform that unifies source code management, CI/CD, and security with AI-assisted workflows for software teams and enterprises. It sells cloud-hosted and self-managed subscriptions, plus enterprise features and support. Founded in 2014 and headquartered in San Francisco, GitLab is a public company listed on NASDAQ and is widely used by large enterprises, including many in the Fortune 100.

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