All posts in Cloud & Infrastructure

The Senior Observability Analyst is a senior individual contributor within the Cloud & Infrastructure organization responsible for turning telemetry (metrics, logs, traces, events) into actionable operational insight. This role designs and continuously improves the company’s observability practices so that engineering and operations teams can detect, diagnose, and prevent service degradation with speed and confidence.

The Senior Capacity Planning Analyst ensures that cloud and infrastructure platforms have the right amount of compute, storage, network, and supporting service capacity to meet product demand—without chronic overprovisioning or capacity-related outages. This role translates business and engineering signals into quantitative forecasts, actionable capacity plans, and prioritized investments across cloud spend, reservations/commitments, and infrastructure roadmaps.

The **Principal Observability Analyst** is a senior individual contributor in **Cloud & Infrastructure** responsible for designing, governing, and continuously improving the organization’s observability capability—turning telemetry (metrics, logs, traces, events, profiles) into reliable detection, faster diagnosis, and measurable service health outcomes. This role acts as the analytical authority for how the enterprise measures reliability and performance, and ensures observability investments translate into operational resilience and product experience improvements.

The **Principal Capacity Planning Analyst** is the senior individual-contributor authority responsible for ensuring that cloud and infrastructure capacity (compute, storage, network, platform services, and critical shared components) is **right-sized, forecasted, funded, and available** to meet product and business demand while controlling cost and risk. The role blends quantitative modeling, observability-driven analysis, and cross-functional influence to translate demand signals into actionable capacity plans and investment decisions.

The Observability Analyst is an individual contributor in the Cloud & Infrastructure department responsible for turning telemetry (metrics, logs, traces, events, and dependency signals) into actionable insights that improve service reliability, performance, and operational efficiency. The role focuses on operational analysis, detection quality, dashboarding standards, alert tuning, and incident learning—bridging the gap between platform tooling and the teams who run production services.

The **Lead Observability Analyst** is a senior, hands-on analytics and operational leader within **Cloud & Infrastructure** responsible for ensuring that engineering and operations teams can *see*, *understand*, and *act on* the health and performance of production systems. This role turns telemetry (metrics, logs, traces, events, and profiles) into actionable insights, reliable alerting, and measurable service outcomes (SLOs/SLIs) that reduce downtime, accelerate incident resolution, and improve customer experience.

The **Lead Capacity Planning Analyst** ensures that cloud and infrastructure capacity is planned, forecasted, and optimized so the organization can meet performance and reliability targets at an efficient cost. This role translates demand signals (product growth, traffic patterns, feature launches, customer onboarding, platform changes) into actionable capacity plans across compute, storage, network, databases, and critical shared services.

The **Junior Observability Analyst** supports the reliability and performance of cloud-based systems by monitoring telemetry (metrics, logs, traces), triaging alerts, and producing clear operational insights for engineering and infrastructure teams. The role focuses on **detecting issues early, reducing noise in monitoring, and improving the quality and usability of dashboards and alerting**, under the guidance of senior observability, SRE, or platform engineering leaders.

The **Junior Capacity Planning Analyst** supports the Cloud & Infrastructure organization by collecting, analyzing, and reporting on capacity, utilization, and demand trends across compute, storage, network, and key platform services. The role focuses on producing reliable data views, identifying early signals of constraint or waste, and enabling informed decisions about scaling, purchasing, reservations/commitments, and performance risk mitigation.

The Capacity Planning Analyst ensures that cloud and infrastructure platforms have the right amount of compute, storage, network, and platform capacity to meet performance, reliability, and growth targets—without unnecessary spend. This role converts demand signals (product growth, customer onboarding, feature launches, seasonal traffic) into actionable forecasts, capacity plans, and investment recommendations for Cloud & Infrastructure teams.

The **Associate Observability Analyst** is an early-career role within **Cloud & Infrastructure** responsible for helping the organization detect, understand, and respond to system behavior through **metrics, logs, traces, and events**. The role focuses on operational visibility: building and maintaining dashboards, improving alert quality, supporting incident triage, and ensuring teams can reliably answer “what’s happening?” and “why?” across cloud services and applications.