Senior ML Architect/Scientist, Telemetry & Logs

Dell GmbH; Ireland; On-site; EUR 120,000 - 180,000; Full time

Job summary

Dell Technologies in Ireland is seeking a Senior ML Architect/Scientist to lead the modelling strategy for telemetry and log analytics, defining architectures, feature stores, and model serving patterns for batch and streaming data.

You will collaborate with data and platform engineers to deliver robust, observable solutions and mentor IPs while applying state-of-the-art ML and observability advances.

Qualifications

• 10+ years’ experience in ML or complex software systems with telemetry/log data.
• Proven expertise in anomaly detection, forecasting, RCA, and NLP for logs.
• Strong Python, SQL and ETL skills; familiarity with feature engineering for time-series data.
• Experience with observability tools and governance practices for ML models.

Responsibilities

• Own 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 patterns with data contracts and schemas.
• Stay current with ML and observability advancements and apply them to projects.
• Mentor IPs, research publications and white papers to drive innovation.

Skills

Python

SQL

ETL pipelines

Feature engineering

MLOps

NLP for logs

Time-series ML

SLO/SLI for ML

Education

PhD in Technology/CS/ML

Master's in CS/ML

Tools

ELK/Elastic

Splunk

Azure Monitor

Datadog

Grafana/Loki

OpenTelemetry

Job description

Dell Technologies in Ireland is seeking a Senior ML Architect/Scientist to lead the modelling strategy for telemetry and log analytics, defining architectures, feature stores, and model serving patterns for batch and streaming data.

You will collaborate with data and platform engineers to deliver robust, observable solutions and mentor IPs while applying state-of-the-art ML and observability advances.