AI/ML Engineer

Ethereum Technologies LLC; Denver (CO); On-site; USD 120,000 - 180,000; Full time

Job summary

Ethereum Technologies seeks a telemetry architecture lead to design end-to-end data flows, SNMP/traps polling, and EMS/NMS integration. You will build and optimize streaming pipelines with Kafka and time-series databases, ensuring data quality and reliability for real-time insights.

Responsibilities include crafting Splunk/ELK queries and dashboards, leading production troubleshooting with SRE, and advancing AIOps/MLOps initiatives with measurable KPIs.

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

EMS/NMS integration

Kafka streaming

Splunk/ELK

NetScout nGeniusOne

SQL

Python scripting

Time-series databases

AIOps/MLOps concepts

Data modeling

Tools

Kafka

Splunk

ELK

NetScout nGeniusOne

Time-series databases

Job description

US Citizen, Green Card, H-1B, OPT-EAD, CPT, Other

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.

Must-Have Skills :

• 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.

Nice-to-Have Skills :

• Understanding of video and internet delivery domains.
• Hands-on AI/ML experience.
• Executive-level presentation skills, including presenting to VP-level audiences.

We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.