Senior ML Architect-Scientist, Telemetry and Log Analytics

Responsibilities

• Own the end-to-end modeling strategy and analytic architecture for telemetry and log analytics, ensuring solutions are robust, scalable, and observable.
• Design and specify models for time-series and event logs, including anomaly detection, forecasting, pattern mining, and NLP for unstructured logs.
• Define architectural patterns for batch and real-time streaming analytics, collaborating with data and platform engineering on data contracts and feature stores.
• Drive innovation by staying current with the latest advancements in ML, time-series analysis, and observability ecosystems.
• Act as a thought leader by mentoring team members and contributing to research publications, white papers, and intellectual property development.

Requirements

• 10+ years of experience in applied science or complex software systems, specifically involving machine learning and analytic architecture.
• Proven expertise in modeling techniques such as anomaly detection, forecasting, change-point detection, and pattern mining.
• Strong proficiency in Python and SQL.
• Experience building and managing ETL pipelines, with a preference for Airflow.
• Deep knowledge of feature engineering for time-series and event data.
• Familiarity with observability ecosystems such as ELK (Elasticsearch, Logstash, Kibana), Splunk, Azure Monitor, Datadog, or OpenTelemetry.
• Practical leadership experience in MLOps standards, including model governance, versioning, and drift detection.

Preferred Qualifications

• PhD or Master's degree in Computer Science, Machine Learning, or a related quantitative field.
• Experience with advanced methods like state-space models, causal inference, or deep learning for sequences.
• Demonstrated ability to define SLO/SLI-aware machine learning models for observability.
• A track record of publications, patents, or open-source contributions in the field of ML or reliability engineering.

Benefits

• Comprehensive healthcare programs.
• Award-winning financial wellness tools and resources.
• Generous leave of absence for new parents and caregivers.
• Industry-leading wellness platform.

About the Company

Dell Technologies is a unique family of businesses that helps individuals and organizations transform how they work, live, and play. We are committed to driving innovation and providing a work environment that fosters growth and excellence.