Data Scientist
Core
Design, build, and deploy data-driven models to extract insights from network traffic and device telemetry for ISPs and smart home platforms.
Role type
hands-on IC data scientist (network telemetry & anomaly detection)
Builds
production ML models, analytical pipelines, and feature engineering strategies for network optimization
Domain
Internet Service Providers (ISPs), smart home networks, network telemetry
Deliverable
production ML models
Required skills
Python, SQL, feature engineering, statistics, probability, applied machine learning, MLOps workflows
Preferred skills
experience with large-scale data transformation, tight delivery timelines
Technologies
Pandas, NumPy, Scikit-learn
Responsibilities
Manipulate and clean large-scale network and device telemetry datasets; Design and implement feature engineering strategies; Build and evaluate ML models for anomaly detection, forecasting, and optimization; Collaborate with engineering teams to integrate models into production systems; Contribute to MLOps workflows for model deployment and monitoring
Seniority
Mid-level, hands-on IC