AI/ML Telemetry Engineer: Data Pipelines & AIOps

Machine Learning Technologies, LLC; Denver (CO); On-site; USD 120,000 - 160,000; Full time

Job summary

Machine Learning Technologies, LLC is seeking a Senior Telemetry Architect to define and evolve end-to-end telemetry architectures, including SNMP traps, polling, and EMS/NMS integration. You will build streaming pipelines with Kafka, optimize Splunk/ELK queries, and lead incident resolution with SRE teams.

Advanced AIOps/MLOps use cases are a focus. You will translate data into actionable telemetry and alerts, onboard new services to NetScout, and ensure data quality and reliability across

Qualifications

• Must have strong SNMP traps and polling experience
• 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
• Ability to onboard new services 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.
• Develop optimized Splunk/ELK queries, dashboards, alerts, and correlation logic for real-time insights.
• Lead production troubleshooting and collaborate with Operations/SRE 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

EMS/NMS integration

Kafka streaming

Splunk/ELK queries

NetScout nGeniusOne

Dashboard development

Troubleshooting & operations

AIOps/MLOps concepts

SQL & time-series DBs

Python scripting & automation

Telemetry data modeling

Tools

NetScout nGeniusOne

Kafka

Job description

Machine Learning Technologies, LLC is seeking a Senior Telemetry Architect to define and evolve end-to-end telemetry architectures, including SNMP traps, polling, and EMS/NMS integration. You will build streaming pipelines with Kafka, optimize Splunk/ELK queries, and lead incident resolution with SRE teams.

Advanced AIOps/MLOps use cases are a focus. You will translate data into actionable telemetry and alerts, onboard new services to NetScout, and ensure data quality and reliability across