TeamStation AI

Hire Grafana Experts | Nearshore Software Development

Grafana is the universal visualization tool for observability, bringing clarity to complex, multi-source data streams (metrics, logs, traces). You need a Senior Grafana expert who can move beyond basic charts to design high-impact, actionable dashboards that provide engineers, product managers, and executives with a single pane of glass into system and business health. Our vetting process is designed to find experts in complex data source integration, dashboard design best practices, and visualization techniques. We test their ability to use advanced features like Templating, Annotations, and their mastery of combining data from various sources (Prometheus, Loki, databases). By hiring a Grafana expert from us, you get a developer who can transform raw data into clear, reliable, and actionable insights for the entire organization.

Are your dashboards visually cluttered and difficult to interpret under pressure?

The Problem

Poorly designed dashboards suffer from excessive noise, incorrect panel choices, and a lack of clear hierarchy. Under the stress of an outage, engineers cannot quickly find the critical data points they need, leading to panic, incorrect decisions, and long Mean Time To Recovery (MTTR).

The TeamStation AI Solution

We vet for mastery of visualization best practices. Our experts must demonstrate the ability to design high-impact dashboards using clear panels, strategic use of color (e.g., red for errors), and a logical layout (e.g., Golden Signals at the top), ensuring rapid information consumption during an incident.

Proof: Actionable Dashboard Design Best Practices
Are you copy-pasting dashboards for different environments or services?

The Problem

If you have to manually create a separate dashboard for production, staging, and every single service in your microservice architecture, you have a massive maintenance problem. Any update to a panel or query requires updating dozens of individual dashboards, which is error-prone and unsustainable.

The TeamStation AI Solution

Our engineers are experts in Grafana Templating. They are vetted on their ability to use powerful query variables to create a single 'master' dashboard that can be dynamically filtered by environment, service, or host, dramatically reducing maintenance overhead and ensuring consistency.

Proof: Dynamic Templating for Reusable Dashboards
Are you struggling to connect metrics, logs, and traces into a single view?

The Problem

Observability requires the ability to switch context seamlessly between the three pillars. If an engineer sees a metric spike but can't click to view the corresponding application logs or traces, their diagnosis is slow, manual, and disconnected, increasing MTTR.

The TeamStation AI Solution

We look for engineers proficient in Grafana's unified observability features. They are vetted on their ability to configure links between data sources (e.g., from a Prometheus metric to the relevant Loki logs or a Tempo trace), enabling a rapid, seamless, and contextualized triage workflow.

Proof: Unified Observability (Metrics, Logs, Traces) Integration

Core Competencies We Validate

Dashboard design and visualization best practices
Advanced Templating and variables
Data source integration (Prometheus, Loki, SQL)
Alerting and Annotations
Unified Observability (Traces and Logs)

Our Technical Analysis

The Grafana evaluation is focused on visualization and multi-source data integration. Candidates are required to refactor a cluttered, static dashboard into a highly efficient, dynamic, and reusable asset using Templating. The critical assessment is their mastery of Templating variables (e.g., `query`, `custom`, `all`) and their ability to use them to create a 'single pane of glass' for multiple services or environments. We rigorously test their ability to integrate and combine data from diverse sources (e.g., showing user activity from a PostgreSQL database alongside application latency from Prometheus) on the same panel. A key differentiator is their understanding of a rapid triage workflow: candidates must demonstrate the ability to configure seamless links from metrics panels to corresponding log data (Loki or ELK) using variables, ensuring a quick and contextualized drill-down during an incident. Finally, we assess their knowledge of security and access control to ensure sensitive data is not accidentally exposed to unauthorized users.

Related Specializations

PrometheusData EngineeringSQL

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