Telemetry AI/ML Engineer – Real-Time Data & AIOps

Quantum Technologies. LLC; Denver (CO); Hybrid; USD 130,000 - 190,000; Full time

Job summary

Quantum Technologies. LLC is seeking an experienced telemetry architect to define and evolve end-to-end data flows, SNMP traps, polling, EMS/NMS integration, and data models. The role focuses on building robust streaming pipelines with Kafka and time-series databases while ensuring data quality and performance.

You will develop optimized Splunk/ELK queries, dashboards, alerts, and real-time correlations. Leadership in production troubleshooting and collaboration with SRE teams is essential, with

Qualifications

• Must have strong experience with SNMP traps, polling, and EMS/NMS.
• Solid understanding of technical architecture and data flows.
• Expertise in Kafka and streaming data.
• Proficiency in optimized Splunk/ELK queries.
• Experience with NetScout nGeniusOne, including dashboard creation and support.
• Ability to onboard new services and verticals to NetScout.
• Strong production troubleshooting and operations experience.
• Ability to translate data into actionable telemetry and alerts.
• Working knowledge of AIOps/MLOps concepts.
• Experience with SQL and time-series databases.
• Proficiency in Python scripting and automation.

Responsibilities

• Define and evolve telemetry architecture, including SNMP traps/polling, EMS/NMS integration, data models, and end-to-end data flows.
• Build and maintain streaming pipelines using Kafka and time-series databases, ensuring data quality, performance, and reliability.
• Develop optimized Splunk/ELK queries, dashboards, alerts, and correlation logic for real-time insights.
• Lead production troubleshooting and collaborate with Operations/SRE teams on incident resolution and runbook improvements.
• Advance AIOps/MLOps use cases, including anomaly detection, noise reduction, and auto-remediation with measurable KPIs.

Skills

SNMP traps & polling

EMS/NMS architecture

Kafka streaming

Splunk/ELK queries

NetScout nGeniusOne

AIOps/MLOps concepts

Python scripting

Time-series databases

SQL

Data modeling

Tools

Kafka

ELK Stack

Splunk

Python

SQL

Job description

Quantum Technologies. LLC is seeking an experienced telemetry architect to define and evolve end-to-end data flows, SNMP traps, polling, EMS/NMS integration, and data models. The role focuses on building robust streaming pipelines with Kafka and time-series databases while ensuring data quality and performance.

You will develop optimized Splunk/ELK queries, dashboards, alerts, and real-time correlations. Leadership in production troubleshooting and collaboration with SRE teams is essential, with