Splunk Observability Engineer

Reveille Technologies,Inc; United States; On-site; USD 140,000 - 210,000; Full time

Job summary

Reveille Technologies,Inc is seeking a senior engineer to design, implement, and optimize a full-stack observability strategy using the Splunk Observability Cloud and Splunk Enterprise/Cloud. You will ensure engineering teams have 360-degree visibility into system health, moving the organization from reactive firefighting to proactive pattern-based incident prevention.

You will own data orchestration with OpenTelemetry collectors, develop aggregation to reduce noise, and use SPL and SignalFlow

Qualifications

• Experience designing full-stack observability architectures.
• Proficiency with Splunk Observability Cloud and OpenTelemetry.
• Ability to build dashboards linking logs, traces and metrics.

Responsibilities

• Design and implement a full-stack observability strategy.
• Develop data ingestion and aggregation pipelines using OpenTelemetry collectors.
• Create visual dashboards that correlate metrics, logs and traces for insights.

Skills

Telemetry & Data Specialization

Pattern Analysis & Aggregation

Dashboards & Visualization

Job description

To design, implement, and optimize a full-stack observability strategy using the Splunk Observability Cloud (formerly SignalFx) and Splunk Enterprise/Cloud. You will ensure that engineering teams have 360-degree visibility into system health, moving the organization from reactive "firefighting" to proactive "pattern-based" incident prevention.

Key Responsibilities:

• Data Orchestration: Architect the ingestion of the "Three Pillars" (Metrics, Logs, Traces) using OpenTelemetry (OTel) collectors.
• Aggregation Strategy: Develop logic to aggregate high-cardinality data to reduce "noise" while maintaining "signal" for troubleshooting.
• Analytical Modeling: Use SPL (Search Processing Language) and SignalFlow to perform pattern analysis, detecting anomalies before they trigger traditional threshold alerts.
• Visual Storytelling: Build executive and technical dashboards that correlate disparate data points (e.g., showing how a spike in 500-errors in Logs relates to a specific span in a Trace).

Required Hands on Technical Skills:

1. Telemetry & Data Specialization

• Logs: Proficiency in "Logging-in-Context." You must be able to link logs directly to trace IDs so developers can jump from a failing trace to the specific line of code in the logs.
• Metrics: Expertise in SignalFlow (Splunk’s background streaming analytics language). You should know how to calculate percentiles ($P95, $P99$), rates of change, and historical averages.
• Traces: Deep understanding of Distributed Tracing. You must know how to instrument applications (Java, Python, Go) to capture spans and identify bottlenecks in microservices.

2. Pattern Analysis & Aggregation

• Anomaly Detection: Ability to configure Metric Finder and MDetector using standard deviations or "Mean Absolute Deviation" to find outliers.
• Data Scrubbing: Skills in using Splunk Ingest Actions or Edge Processors to filter, mask, or aggregate data at the edge to save on license costs and improve search speed.
• Pattern Discovery: Using Splunk’s machine learning commands (e.g., findkeywords, cluster) to group millions of log events into a few dozen "patterns" for faster root cause analysis.

3. Hands on - Dashboards & Visualization

• High-Cardinality Handling: Designing dashboards that don’t "break" when viewing thousands of containers.
• Contextual Drill-downs: Building "Glass Tables" (in ITSI) or Unified Dashboards that allow a user to click a metric and immediately see the associated logs.
• Frameworks: Familiarity with the Dashboard Studio and JSON-based dashboard definitions for version control (GitOps).

Preferred Qualifications & Certifications:

• Splunk Cloud Certified Metrics User: Focuses on the metrics and alerting side.
• Splunk Core Certified Power User: Essential for mastering complex SPL for log analysis.
• OpenTelemetry Expert: Knowledge of the OTel Collector configuration (receivers, processors, exporters) is currently the most "in-demand" skill for this role.