Senior ML Architect for Telemetry & Log Analytics

Dell Technologies; Cork; On-site; EUR 120,000 - 170,000; Full time

Job summary

Dell Technologies in Ireland is seeking a Senior ML Architect/Scientist focused on telemetry and log analytics. You will lead modelling strategy, define architectures, and guide algorithms for time-series and event-based telemetry across batch and streaming workflows, partnering with engineering to deliver reliable, observable ML solutions.

Ideal candidates bring 10+ years of applied science or software systems experience, strong Python/SQL skills, and expertise in ML for observability, with a

Qualifications

• Proven track record in ML for telemetry/log analytics with production impact.
• Strong Python/SQL skills and experience in time-series modeling.
• Experience with observability tools and MLOps governance.

Responsibilities

• Own the end-to-end modelling strategy and analytic architecture for telemetry/log analytics.
• Design models for time-series and event logs, including anomaly detection and forecasting.
• Define batch and real-time streaming analytics requirements and patterns.
• Stay current with ML and observability advances and apply new technologies.
• Mentor and contribute to IPs, research papers, and best practices.

Skills

Python

SQL

ETL pipelines

Airflow

Time-series analysis

Anomaly detection

NLP for logs

MLOps

Education

PhD or Master's in Technology / Computer Science / ML

Tools

ELK/Elastic

Splunk

Azure Monitor

Datadog

Grafana

OpenTelemetry

Job description

Dell Technologies in Ireland is seeking a Senior ML Architect/Scientist focused on telemetry and log analytics. You will lead modelling strategy, define architectures, and guide algorithms for time-series and event-based telemetry across batch and streaming workflows, partnering with engineering to deliver reliable, observable ML solutions.

Ideal candidates bring 10+ years of applied science or software systems experience, strong Python/SQL skills, and expertise in ML for observability, with a