Position Details

Type Not Specified

Experience senior

Exp. Years 8+ years

Education MS (preferred) or BS in Computer Science (or equivalent experience) or a related field

Category Data & Analytics

About this role

A senior data scientist role focused on analyzing large-scale observability and telemetry data to improve datacenter reliability, performance, and capacity planning.

Key Responsibilities

Collaborate with engineering teams to define analytical requirements
Examine large-scale observability data
Create performance dashboards
Build anomaly detection models
Develop capacity forecasting models

Technical Overview

Involves applying machine learning, statistical analysis, and data science techniques to large distributed systems, utilizing Python, SQL, and telemetry data platforms.

Ideal Candidate

The ideal candidate is a senior data scientist with at least 8 years of experience applying data science, statistics, and machine learning to large-scale infrastructure data. They possess strong skills in Python, SQL, and telemetry data analysis, with a focus on reliability and capacity forecasting in datacenter environments.

Must-Have Skills

PythonSQLExperience applying data sciencestatisticsor machine learning to large-scaledistributed systems or infrastructure dataFamiliarity working with observability or telemetry dataAbility to drive analytical projects from problem definition through delivery

Nice-to-Have Skills

Datacenter infrastructureHardware reliability analysisTelemetry data analysisOperational datasets

Tools & Platforms

PythonSQLTelemetry platformsData analysis frameworks

Required Skills

PythonSQLMachine LearningData ScienceStatisticsTelemetry dataAnomaly detectionForecasting modelsDistributed systemsData analysis

Hard Skills

PythonSQLMachine LearningData ScienceStatisticsTime-series analysisExploratory Data AnalysisFeature EngineeringModel ValidationLarge-scale distributed systemsTelemetry dataAnomaly detectionForecasting models

Soft Skills

CollaborationCommunicationInterpersonal skillsProblem-solvingAdaptabilityPlanning

Industry & Role

Industry Technology

Job Function Data analysis and modeling for datacenter reliability and scalability

Keywords for Your Resume

Senior Data ScientistData ScienceMachine LearningStatisticsPythonSQLTelemetry dataAnomaly detectionForecasting modelsLarge-scale distributed systemsData analysisExploratory Data AnalysisFeature EngineeringModel ValidationHardware reliabilityDatacenter infrastructureLarge-scale systems

Deal Breakers

Less than 8 years of experience in data science or related field, Lack of experience with telemetry or observability data, Inability to work with large-scale distributed systems, No proficiency in Python or SQL

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Senior Data Scientist - EDA Datacenter Observability and Reliability

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